Babak Hassibi

Q: What Schools Are Affiliated With Babak Hassibi

Babak Hassibi is affiliated with the following schools: California Institute of Technology, Sharif University of Technology, Stanford University, University of Tehran

Babak Hassibi's AcademicInfluence.com Rankings

Babak Hassibi

Engineering

#234

World Rank

#449

Historical Rank

Electrical Engineering

#44

World Rank

#53

Historical Rank

Applied Physics

#225

World Rank

#234

Historical Rank

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Engineering

Babak Hassibi's Degrees

PhD Electrical Engineering Stanford University
Masters Electrical Engineering Stanford University
Bachelors Electrical Engineering Sharif University of Technology

Why Is Babak Hassibi Influential?

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According to Wikipedia, Babak Hassibi is an Iranian-American electrical engineer, computer scientist, and applied mathematician who is the inaugural Mose and Lillian S. Bohn Professor of Electrical Engineering and Computing and Mathematical Sciences at the California Institute of Technology . From 2011 to 2016 he was the Gordon M Binder/Amgen Professor of Electrical Engineering. During 2008-2015 he was the Executive Officer of Electrical Engineering and Associate Director of Information Science and Technology.

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Babak Hassibi's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

How much training is needed in multiple-antenna wireless links? (2003) (2264)
Second Order Derivatives for Network Pruning: Optimal Brain Surgeon (1992) (1743)
High-rate codes that are linear in space and time (2002) (1452)
On the capacity of MIMO broadcast channels with partial side information (2005) (1275)
On the sphere-decoding algorithm I. Expected complexity (2005) (1209)
The Secrecy Capacity of the MIMO Wiretap Channel (2007) (1100)
Distributed Space-Time Coding in Wireless Relay Networks (2006) (1033)
Optimal Brain Surgeon and general network pruning (1993) (598)
An efficient square-root algorithm for BLAST (2000) (528)
On a stochastic sensor selection algorithm with applications in sensor scheduling and sensor coverage (2006) (511)
Linear Estimation (Information and System Sciences Series) (2000) (490)
On the Reconstruction of Block-Sparse Signals With an Optimal Number of Measurements (2008) (469)
Indefinite-quadratic estimation and control: a unified approach to H 2 and H ∞ theories (1999) (453)
Capacity of wireless erasure networks (2006) (383)
Representation theory for high-rate multiple-antenna code design (2001) (374)
Optimal LQG control across packet-dropping links (2007) (338)
On the capacity of MIMO broadcast channel with partial side information (2003) (323)
On the sphere-decoding algorithm II. Generalizations, second-order statistics, and applications to communications (2005) (296)
A Comparison of Time-Sharing, DPC, and Beamforming for MIMO Broadcast Channels With Many Users (2007) (289)
Iterative decoding for MIMO channels via modified sphere decoding (2004) (284)
Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices (2012) (270)
Blind channel identification based on second-order statistics: a frequency-domain approach (1995) (253)
Cayley differential unitary space - Time codes (2002) (253)
H∞ optimality of the LMS algorithm (1996) (245)
Indefinite-Quadratic Estimation And Control (1987) (233)
Recovering Sparse Signals Using Sparse Measurement Matrices in Compressed DNA Microarrays (2008) (223)
Multiple-antennas and isotropically-random unitary inputs: the received signal density in closed-form (2001) (213)
Linear estimation in Krein spaces. II. Applications (1996) (203)
Data Transmission Over Networks for Estimation and Control (2009) (201)
On the expected complexity of sphere decoding (2001) (200)
Efficient Compressive Sensing with Deterministic Guarantees Using Expander Graphs (2007) (199)
Efficient and Robust Compressed Sensing Using Optimized Expander Graphs (2009) (182)
Phase Retrieval: An Overview of Recent Developments (2015) (181)
Rate maximization in multi-antenna broadcast channels with linear preprocessing (2004) (181)
Weighted ℓ1 minimization for sparse recovery with prior information (2009) (180)
Peer Effects and Stability in Matching Markets (2011) (177)
Linear estimation in Krein spaces. I. Theory (1996) (177)
On the power efficiency of sensory and ad hoc wireless networks (2003) (171)
Precise Error Analysis of Regularized $M$ -Estimators in High Dimensions (2016) (165)
Null space conditions and thresholds for rank minimization (2011) (149)
Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization (2008) (147)
Linear Estimation in Krein Spaces - Part I: Theory (1996) (140)
Optimal Brain Surgeon: Extensions and performance comparisons (1993) (140)
Improving Distributed Gradient Descent Using Reed-Solomon Codes (2017) (139)
Equivalent Relaxations of Optimal Power Flow (2014) (137)
Regularized Linear Regression: A Precise Analysis of the Estimation Error (2015) (134)
The squared-error of generalized LASSO: A precise analysis (2013) (123)
A fast square-root implementation for BLAST (2000) (123)
Multiobjective H/sub 2//H/sub /spl infin//-optimal control via finite dimensional Q-parametrization and linear matrix inequalities (1998) (118)
Analyzing Weighted $\ell_1$ Minimization for Sparse Recovery With Nonuniform Sparse Models (2010) (118)
On the expected complexity of integer least-squares problems (2002) (117)
Sparse phase retrieval: Convex algorithms and limitations (2013) (114)
Recovery of sparse 1-D signals from the magnitudes of their Fourier transform (2012) (113)
A scheme for cancelling intercarrier interference using conjugate transmission in multicarrier communication systems (2007) (113)
Linear Network Codes: A Unified Framework for Source, Channel, and Network Coding (2003) (110)
Space-Time autocoding (2001) (108)
A simplified approach to recovery conditions for low rank matrices (2011) (107)
LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements (2015) (106)
Sparse Recovery of Nonnegative Signals With Minimal Expansion (2011) (103)
A sub-optimal algorithm to synthesize control laws for a network of dynamic agents (2005) (100)
STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms (2015) (98)
Rate-cost tradeoffs in control (2016) (97)
On the Distribution of Indefinite Quadratic Forms in Gaussian Random Variables (2009) (95)
New Null Space Results and Recovery Thresholds for Matrix Rank Minimization (2010) (94)
Statistical Pruning for Near-Maximum Likelihood Decoding (2007) (92)
Compressed sensing over the Grassmann manifold: A unified analytical framework (2008) (91)
Optimal Placement of Distributed Energy Storage in Power Networks (2013) (91)
Analysis of multiple-antenna wireless links at low SNR (2003) (90)
Communication over a wireless network with random connections (2006) (87)
Global dynamics of epidemic spread over complex networks (2013) (86)
Cooperative diversity in wireless relay networks with multiple-antenna nodes (2005) (83)
Sparse Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms (2013) (82)
The p-norm generalization of the LMS algorithm for adaptive filtering (2006) (82)
Sharp MSE Bounds for Proximal Denoising (2013) (79)
Maximum-Likelihood Sequence Detection of Multiple Antenna Systems over Dispersive Channels via Sphere Decoding (2002) (75)
The Effect of Channel Estimation Error on the Throughput of Broadcast Channels (2006) (75)
Unitary space-time modulation via the Cayley transform (2002) (74)
Diversity Analysis of Distributed Space-Time Codes in Relay Networks with Multiple Transmit/Receive Antennas (2008) (70)
On LQG control across a stochastic packet-dropping link (2005) (70)
Compressed sensing - probabilistic analysis of a null-space characterization (2008) (70)
On the capacity of frequency- selective channels in training-based transmission schemes (2004) (69)
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems (2020) (69)
How much does transmit correlation affect the sum-rate scaling of MIMO gaussian broadcast channels? (2009) (67)
Divide-and-Conquer: Approaching the Capacity of the Two-Pair Bidirectional Gaussian Relay Network (2010) (67)
The Kalman like particle filter: Optimal estimation with quantized innovations/measurements (2009) (63)
Fundamental Limits in MIMO Broadcast Channels (2007) (61)
Finding Dense Clusters via "Low Rank + Sparse" Decomposition (2011) (59)
Near-Optimal Detection in MIMO Systems Using Gibbs Sampling (2009) (57)
Optimal LQG Control Across a Packet-Dropping Link (2004) (56)
On the capacity of MIMO broadcast channels with partial channel state information (2003) (55)
Existence of codes with constant PMEPR and related design (2004) (55)
The Impact of Regularization on High-dimensional Logistic Regression (2019) (55)
Capacity region of the deterministic multi-pair bi-directional relay network (2009) (54)
MIMO receive algorithms (2006) (54)
An Algebraic Family of Distributed Space-Time Codes for Wireless Relay Networks (2006) (52)
Breaking through the thresholds: an analysis for iterative reweighted ℓ1 minimization via the Grassmann angle framework (2009) (51)
Improved sparse recovery thresholds with two-step reweighted ℓ1 minimization (2010) (51)
On linear H∞ equalization of communication channels (2000) (51)
Approximate capacity region of the two-pair bidirectional Gaussian relay network (2009) (49)
Entropic Causal Inference (2016) (49)
Multiplexed identification, quantification and genotyping of infectious agents using a semiconductor biochip (2018) (49)
On the capacity of a communication system with energy harvesting and a limited battery (2013) (49)
Optimal quantum detectors for unambiguous detection of mixed states (2003) (47)
Optimal training for frequency-selective fading channels (2001) (47)
Symbol Error Rate Performance of Box-Relaxation Decoders in Massive MIMO (2017) (46)
Stochastic Gradient/Mirror Descent: Minimax Optimality and Implicit Regularization (2018) (46)
A branch and bound approach to speed up the sphere decoder (2005) (46)
Structured unitary space-time autocoding constellations (2002) (45)
High-rate linear space-time codes (2001) (44)
Efficient joint maximum-likelihood channel estimation and signal detection (2006) (43)
Sensor scheduling algorithms requiring limited computation (2004) (42)
Crowdsourced Clustering: Querying Edges vs Triangles (2016) (42)
A Coding Strategy for Wireless Networks with no Channel Information (2006) (41)
Sphere-constrained ML detection for frequency-selective channels (2006) (41)
Scaling laws of sum rate using time-sharing, DPC, and beamforming for MIMO broadcast channels (2004) (40)
Fully-diverse multiple-antenna signal constellations and fixed-point-free Lie groups (2001) (40)
Explicit measurements with almost optimal thresholds for compressed sensing (2008) (40)
Adaptive equalization of multiple-input multiple-output (MIMO) channels (2000) (40)
H∞ adaptive filtering (1995) (39)
LMS is H∞ Optimal (1995) (39)
Efficient and Robust Compressed Sensing using High-Quality Expander Graphs (2008) (39)
Sparse Recovery of Positive Signals with Minimal Expansion (2009) (38)
Real-time DNA microarray analysis (2009) (37)
Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: An Analysis of the Stationary Distribution and Mixing Time (2013) (37)
Design of fully diverse multiple-antenna codes based on Sp(2) (2004) (37)
Array algorithms for H∞ estimation (2000) (36)
Precise Stability Phase Transitions for $\ell_1$ Minimization: A Unified Geometric Framework (2011) (36)
Wireless erasure networks with feedback (2008) (35)
Stochastic Mirror Descent on Overparameterized Nonlinear Models: Convergence, Implicit Regularization, and Generalization (2019) (35)
Delay Considerations for Opportunistic Scheduling in Broadcast Fading Channels (2007) (34)
Peak power reduction of OFDM signals with sign adjustment (2009) (34)
Further Results on Performance Analysis for Compressive Sensing Using Expander Graphs (2007) (34)
Graph Clustering With Missing Data: Convex Algorithms and Analysis (2014) (34)
Scheduling for distributed sensor networks with single sensor measurement per time step (2004) (33)
An Algebraic Coding Scheme for Wireless Relay Networks With Multiple-Antenna Nodes (2008) (33)
Stability analysis of stochastically varying formations of dynamic agents (2003) (33)
Three-transmit-antenna space-time codes based on SU(3) (2005) (33)
Adaptive equalization of multiple-input multiple-output (MIMO) frequency selective channels (1999) (32)
Phase retrieval with masks using convex optimization (2015) (32)
Normalized Entropy Vectors, Network Information Theory and Convex Optimization (2007) (32)
Algebraic Cayley Differential Space–Time Codes (2007) (32)
Linear dispersion codes (2001) (32)
The capacity region of multiple input erasure broadcast channels (2005) (32)
A delay analysis for opportunistic transmission in fading broadcast channels (2005) (32)
Inertia conditions for the minimization of quadratic forms in indefinite metric spaces (1996) (32)
On joint detection and decoding of linear block codes on Gaussian vector channels (2006) (31)
Recovery threshold for optimal weight ℓ1 minimization (2012) (31)
2. Linear Estimation in Krein Spaces (1999) (31)
Manifold Optimization Over the Set of Doubly Stochastic Matrices: A Second-Order Geometry (2018) (31)
Efficient statistical pruning for maximum likelihood decoding (2003) (31)
Speeding up the Sphere Decoder With $H^{\infty }$ and SDP Inspired Lower Bounds (2008) (31)
Optimal training in space-time systems (2000) (30)
Compressed sensing of approximately sparse signals (2008) (30)
Ber analysis of the box relaxation for BPSK signal recovery (2015) (30)
SIRS epidemics on complex networks: Concurrence of exact Markov chain and approximated models (2015) (30)
Indefinite metric spaces in estimation, control and adaptive filtering (1996) (29)
On robust signal reconstruction in noisy filter banks (2005) (29)
On the synthesis of control laws for a network of autonomous agents (2004) (29)
2006 IEEE International Symposium on Information Theory (2006) (29)
Wireless networks, diversity and space-time codes (2004) (29)
MIMO decision feedback equalization from an H/sup /spl infin// perspective (2004) (28)
Explore More and Improve Regret in Linear Quadratic Regulators (2020) (28)
Code Design for Multihop Wireless Relay Networks (2008) (28)
The Power of Linear Controllers in LQR Control (2020) (28)
A Universal Analysis of Large-Scale Regularized Least Squares Solutions (2017) (28)
On the control of jump linear Markov systems with Markov state estimation (2003) (28)
A Tight Version of the Gaussian min-max theorem in the Presence of Convexity (2014) (28)
On multicarrier signals where the PMEPR of a random codeword is asymptotically logn (2004) (27)
On the Capacity Region of Multi-Antenna Gaussian Broadcast Channels with Estimation Error (2006) (27)
Linear error correcting codes with anytime reliability (2011) (27)
On Sensor Fusion in the Presence of Packet-dropping Communication Channels (2005) (26)
On the Performance of Sphere Decoding of Block Codes (2009) (26)
Multiobjective H 2 =h 1 -optimal Control via Finite Dimensional Q-parametrization and Linear Matrix Inequalities (2007) (26)
Speeding up the Sphere Decoder With H and SDP Inspired Lower Bounds (2008) (26)
Recursive linear estimation in Krein spaces. I. Theory (1993) (26)
Maximum-likelihood decoding and integer least-squares: The expected complexity (2003) (26)
Distributed space-time codes in wireless relay networks (2004) (26)
Algorithms for optimal control with fixed-rate feedback (2017) (25)
A matrix completion approach to linear index coding problem (2014) (25)
Low-Complexity Blind Equalization for OFDM Systems With General Constellations (2012) (25)
Simple Bounds for Noisy Linear Inverse Problems with Exact Side Information (2013) (24)
On sharp performance bounds for robust sparse signal recoveries (2009) (24)
Linear Time-Invariant Anytime Codes for Control Over Noisy Channels (2016) (24)
Simple error bounds for regularized noisy linear inverse problems (2014) (24)
Estimation-based synthesis of H∞-optimal adaptive FIR filters for filtered-LMS problems (2001) (24)
Joint maximum-likelihood channel estimation and signal detection for SIMO channels (2003) (24)
FIR H∞ equalization (2001) (24)
Precise error analysis of the LASSO (2015) (23)
On the capacity of wireless erasure networks (2004) (23)
Is broadcast plus multiaccess optimal for Gaussian wireless networks? (2003) (23)
A statistical model for microarrays, optimal estimation algorithms, and limits of performance (2006) (23)
H∞ bounds for least-squares estimators (2001) (23)
Phase retrieval for sparse signals using rank minimization (2012) (23)
LMS is H/sup /spl infin// optimal (1993) (23)
Control Over Gaussian Channels With and Without Source–Channel Separation (2019) (22)
How Much Does Transmit Correlation Affect the Sum-Rate of MIMO Downlink Channels? (2006) (22)
Modified fincke-pohst algorithm for low-complexity iterative decoding over multiple antenna channels (2002) (21)
Estimation over Communication Networks: Performance Bounds and Achievability Results (2007) (21)
Balanced Reed-Solomon codes for all parameters (2016) (21)
Sharp performance bounds for graph clustering via convex optimization (2014) (21)
Diversity-Multiplexing Gain Trade-off of a MIMO System with Relays (2007) (21)
Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting (2020) (21)
Balanced Reed-Solomon codes (2016) (21)
Hoo Optimality Criteria for LMS and Backpropagation (1993) (20)
On a Construction of Entropic Vectors Using Lattice-Generated Distributions (2007) (20)
On robust phase retrieval for sparse signals (2012) (20)
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems (2020) (20)
Tracking and Control of Gauss–Markov Processes over Packet-Drop Channels with Acknowledgments (2017) (20)
ON exact maximum-likelihood detection for non-coherent MIMO wireless systems: A branch-estimate-bound optimization framework (2008) (20)
Compressive sensing for sparse approximations: constructions, algorithms, and analysis (2010) (19)
On the mixing time of the SIS Markov chain model for epidemic spread (2014) (19)
The academic and industrial embrace of space-time methods (2003) (19)
A deterministic algorithm that achieves the PMEPR of c log n for multicarrier signals (2003) (19)
Array Algorithms for Estimation (2000) (19)
Stochastic Linear Bandits with Hidden Low Rank Structure (2019) (19)
On the Robustness of LMS Filters (2005) (19)
A Perspective on the MIMO Wiretap Channel (2015) (19)
The MIMO wiretap channel (2008) (19)
Reduced feedback and random beamforming for OFDM MIMO broadcast channels (2009) (19)
MIMO Linear Equalization With an$H^infty$Criterion (2006) (19)
Asymptotically exact error analysis for the generalized equation-LASSO (2015) (19)
A Precise Analysis of PhaseMax in Phase Retrieval (2018) (18)
Training Signal Design for Correlated Massive MIMO Channel Estimation (2017) (18)
The BOX-LASSO with application to GSSK modulation in massive MIMO systems (2017) (18)
Asymptotically Exact Error Analysis for the Generalized ℓ22-LASSO (2015) (18)
Recursive linear estimation in Krein spaces. II. Applications (1993) (18)
Differentiated rate scheduling for gaussian broadcast channels (2005) (18)
Regret-optimal control in dynamic environments (2020) (18)
Universality in Learning from Linear Measurements (2019) (18)
Low-Coherence Frames From Group Fourier Matrices (2015) (18)
Competitive Control (2021) (17)
Explicit matrices for sparse approximation (2011) (17)
Stochastic Mirror Descent on Overparameterized Nonlinear Models (2019) (17)
Amplitude and sign adjustment for peak-to-average-power reduction (2005) (17)
Optimal Brain Surgeon: Extensions and performance comparison (1993) (17)
Regret Bound of Adaptive Control in Linear Quadratic Gaussian (LQG) Systems (2020) (17)
On Recovery of Sparse Signals in Compressed DNA Microarrays (2007) (17)
Distributed Solution of Large-Scale Linear Systems Via Accelerated Projection-Based Consensus (2017) (17)
Should we break a wireless network into sub-networks? (2003) (16)
Regret Minimization in Partially Observable Linear Quadratic Control (2020) (16)
On the effect of quantization on performance at high rates (2006) (16)
Violating the Ingleton inequality with finite groups (2009) (16)
Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity (2018) (16)
Group Frames With Few Distinct Inner Products and Low Coherence (2015) (16)
Near-optimal sample complexity bounds for circulant binary embedding (2016) (16)
Modeling and Estimation for Real-Time Microarrays (2008) (15)
Regret-Optimal Controller for the Full-Information Problem (2021) (15)
A Coding Scheme for Wireless Networks with Multiple Antenna Nodes and No Channel Information (2007) (15)
(Almost) practical tree codes (2016) (15)
Isotropically random orthogonal matrices: Performance of LASSO and minimum conic singular values (2015) (15)
Cyclic Distributed Space–Time Codes for Wireless Relay Networks With No Channel Information (2010) (15)
Regret-Optimal Estimation and Control (2021) (15)
Entropie causality anc greedy minimum entropy coupling (2017) (15)
An H_∞-optimal alternative to the FxLMS algorithm (1998) (15)
A Practical Scheme for Wireless Network Operation (2007) (15)
Low-complexity blind maximum-likelihood detection for SIMO systems with general constellations (2008) (14)
Low-complexity iterative detection and decoding of multi-antenna systems employing channel and space-time codes (2002) (14)
On the Achievable Throughput in Two-Scale Wireless Networks (2009) (14)
MCMC methods for entropy optimization and nonlinear network coding (2010) (14)
Sensor scheduling algorithms requiring limited computation [vehicle sonar range-finder example] (2004) (14)
Efficient near-ml decoding via statistical pruning (2003) (14)
Rate-cost tradeoffs in scalar LQG control and tracking with side information (2018) (14)
Performance Analysis of Convex Data Detection in MIMO (2019) (14)
Cayley's hyperdeterminant, the principal minors of a symmetric matrix and the entropy region of 4 Gaussian random variables (2008) (14)
Recovering signals from the Short-Time Fourier Transform magnitude (2015) (13)
Model Learning Predictive Control in Nonlinear Dynamical Systems (2021) (13)
Similarity clustering in the presence of outliers: Exact recovery via convex program (2016) (13)
Optimum Linear Codes with Support Constraints over Small Fields (2018) (13)
Improving the Thresholds of Sparse Recovery: An Analysis of a Two-Step Reweighted Basis Pursuit Algorithm (2011) (13)
Inertia properties of indefinite quadratic forms (1996) (13)
Particle filtering for Quantized Innovations (2009) (13)
On the steady-state performance of Kalman filtering with intermittent observations for stable systems (2009) (13)
Compressive Sensing over the Grassmann Manifold: a Unified Geometric Framework (2010) (13)
Capacity Analysis of Discrete Energy Harvesting Channels (2016) (13)
Reconstruction of integers from pairwise distances (2012) (13)
Anytime reliable codes for stabilizing plants over erasure channels (2011) (13)
On the power efficiency of sensory and ad-hoc wireless networks (2003) (13)
Error Correcting Codes for Distributed Control (2011) (12)
Regret-Optimal Full-Information Control (2021) (12)
Improved bounds on the epidemic threshold of exact SIS models on complex networks (2016) (12)
The Secrecy Capacity of the 2 × 2 MIMO Wiretap Channel (2007) (12)
Optimal Training Algorithms and their Relation to Backpropagation (1994) (12)
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data (2020) (12)
BER analysis of regularized least squares for BPSK recovery (2017) (12)
Regret-optimal measurement-feedback control (2020) (12)
A Silicon Photonics Computational Lensless Active-Flat-Optics Imaging System (2020) (12)
Further Progress on the GM-MDS Conjecture for Reed-Solomon Codes (2018) (12)
Towards closing the capacity gap on multiple antenna channels (2002) (12)
Blind Deconvolution with Additional Autocorrelations via Convex Programs (2017) (12)
On a relation between the minimax risk and the phase transitions of compressed recovery (2012) (12)
Reconstruction of Signals From Their Autocorrelation and Cross-Correlation Vectors, With Applications to Phase Retrieval and Blind Channel Estimation (2016) (12)
Performance of sphere decoding of block codes (2006) (12)
Mixed H^2/H^∞ Estimation: Preliminary Analytic Characterization And A Numerical Solution (1996) (11)
Minimizing the Social Cost of an Epidemic (2011) (11)
Gabidulin Codes With Support Constrained Generator Matrices (2019) (11)
On group network codes: Ingleton-bound violations and independent sources (2010) (11)
Recovering Structured Signals in Noise: Least-Squares Meets Compressed Sensing (2015) (11)
Optimal large-scale storage placement in single generator single load networks (2013) (11)
Distance-Dependent Kronecker Graphs for Modeling Social Networks (2010) (11)
Equalization with an H" Criterion' (1998) (11)
H/sup /spl infin// adaptive filtering (1995) (11)
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering (2018) (11)
Analysis of Exact and Approximated Epidemic Models over Complex Networks (2016) (11)
High-rate codes with bounded PMEPR for BPSK and other symmetric constellations (2006) (11)
Blind identification of FIR channels via antenna arrays (1993) (10)
Differentially Quantized Gradient Descent (2021) (10)
State Estimation Utilizing Multiple Description Coding over Lossy Networks (2005) (10)
MIMO Linear Equalization With an Criterion (2005) (10)
Scaling Laws of Multiple Antenna Group-Broadcast Channels (2007) (10)
Further Results on Speeding up the Sphere Decoder (2006) (10)
Estimation-based synthesis of H/sub /spl infin//-optimal adaptive equalizers over wireless channels (1999) (10)
The entropy region for three Gaussian random variables (2008) (9)
Multi-rate control over AWGN channels via analog joint source-channel coding (2016) (9)
Stabilizing Dynamical Systems with Fixed-Rate Feedback using Constrained Quantizers (2020) (9)
Sequential coding of Gauss-Markov sources with packet erasures and feedback (2017) (9)
A numerical implementation of gridless compressed sensing (2015) (9)
On the distribution of energy storage in electricity grids (2013) (9)
A simpler approach to weighted ℓ1 minimization (2012) (9)
On nonlinear filters for mixed H^2/H^∞ estimation (1997) (9)
Reweighted LP Decoding for LDPC Codes (2010) (9)
On the Throughput of Broadcast Channels with Imperfect CSI (2006) (9)
Tight recovery thresholds and robustness analysis for nuclear norm minimization (2011) (9)
A Stieltjes transform approach for analyzing the RLS adaptive Filter (2008) (9)
Differentiated rate scheduling for the down-link of cellular systems (2008) (9)
An Eecient Square-root Algorithm for Blast (2000) (9)
On robust multiuser detection (2000) (9)
General performance metrics for the LASSO (2016) (9)
Regret-Optimal Filtering (2021) (9)
Improved thresholds for rank minimization (2011) (8)
On the Effect of Quantization on Performance (2006) (8)
A case for orthogonal measurements in linear inverse problems (2014) (8)
An H/sub /spl infin//-optimal alternative to the FxLMS algorithm (1998) (8)
A Stieltjes transform approach for studying the steady-state behavior of random Lyapunov and Riccati recursions (2008) (8)
Multicast in wireless erasure networks with feedback (2008) (8)
Optimum Linear Codes With Support-Constrained Generator Matrices Over Small Fields (2019) (8)
H/sup /spl infin// bounds for the recursive-least-squares algorithm (1994) (8)
On the capacity region of broadcast over wireless erasure networks (2006) (8)
Weighted compressed sensing and rank minimization (2011) (8)
Asymptotically Exact Denoising in Relation to Compressed Sensing (2013) (8)
Summary based structures with improved sublinear recovery for compressed sensing (2011) (8)
MOCZ for Blind Short-Packet Communication: Practical Aspects (2020) (8)
Estimating structured signals in sparse noise: A precise noise sensitivity analysis (2014) (8)
Phaseless super-resolution using masks (2016) (8)
The Minimal Directed Information Needed to Improve the LQG Cost (2020) (8)
Differentiated Rate Sceduling for MIMO Broadcast Channels (2005) (8)
On Optimal Solutions to Two-Block H" Problems * (1998) (8)
On nonlinear filters for mixed H/sup 2//H/sup /spl infin// estimation (1997) (8)
Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing (2016) (7)
Coding with constraints: Minimum distance bounds and systematic constructions (2015) (7)
Delay guarantee versus throughput in broadcast fading channels (2004) (7)
Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus (2019) (7)
Optimal Estimation of Gene Expression Levels in Microarrays (2005) (7)
Bounds on the performance of sphere decoding of linear block codes (2005) (7)
Achieving the fundamental convergence-communication tradeoff with Differentially Quantized Gradient Descent (2020) (7)
Array algorithms for H-infinity estimation (2000) (7)
The Cost of an Epidemic over a Complex Network: A Random Matrix Approach (2013) (7)
Mixed least-mean-squares/H/spl infin/-optimal adaptive filtering (1996) (7)
Square-root arrays and Chandrasekhar recursions for H/sup /spl infin// problems (1994) (7)
Space-time autocoding: arbitrarily reliable communication in a single fading interval (2000) (7)
An estimation-based approach to the design of adaptive IIR filters (1998) (7)
The Gaussian interference channel at low SNR (2004) (7)
Blind identification of FIR channels with multiple users via spatio-temporal processing (1994) (7)
Short-message communication and FIR system identification using Huffman sequences (2017) (7)
Design of fully-diverse multi-antenna codes based on Sp(2) (2003) (7)
Frames from groups: Generalized bounds and dihedral groups (2013) (7)
Capacity bounds for certain channels with states and the energy harvesting channel (2014) (7)
ON A STOCHASTIC ALGORITHM FOR SENSOR SCHEDULING (2005) (7)
Frames, group codes, and subgroups of (Z/pZ)× (2012) (7)
Breaking the ℓ1 recovery thresholds with reweighted ℓ1 optimization (2009) (6)
Limits of Performance of Quantitative Polymerase Chain Reaction Systems (2010) (6)
MOCZ for Blind Short-Packet Communication: Basic Principles (2019) (6)
Throughput analysis in wideband MIMO broadcast channels with partial feedback (2005) (6)
Differentiated Rate Scheduling for MIMO Broadcast Channels with Estimation Errors (2006) (6)
Out-Sphere Decoder for Non-Coherent ML SIMO Detection and its Expected Complexity (2007) (6)
An achievability result for random networks (2005) (6)
Ambiguities on convolutions with applications to phase retrieval (2016) (6)
How to Query an Oracle? Efficient Strategies to Label Data (2021) (6)
Simple algorithms and guarantees for low rank matrix completion over F2 (2016) (6)
A Riemannian Approach for Graph-Based Clustering by Doubly Stochastic Matrices (2018) (6)
H/sup /spl infin// equalization of communication channels (1998) (6)
On the Complexity of Exact Maximum-Likelihood Decoding for Asymptotically Good Low Density Parity Check Codes: A New Perspective (2007) (6)
LMS and Backpropagation are Minimax Filters (1994) (6)
Generalizing Kronecker graphs in order to model searchable networks (2009) (5)
Optimal Competitive-Ratio Control (2022) (5)
Achievable throughput in two-scale wireless networks (2006) (5)
Asymptotically Exact Error Analysis for the Generalized $\ell_2^2$-LASSO (2015) (5)
On the achievable average power reduction of MSM optical signals (2004) (5)
Feedback Capacity of MIMO Gaussian Channels (2021) (5)
On Ingleton-Violating Finite Groups (2017) (5)
On the Entropy Region of Gaussian Random Variables (2011) (5)
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems (2021) (5)
An H-infinity based lower bound to speed up the sphere decoder (2005) (5)
Rate-Cost Tradeoffs in Control (2019) (5)
Precise high-dimensional error analysis of regularized M-estimators (2015) (5)
Unitary space-time codes and the Cayley transform (2002) (5)
Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control (2022) (5)
Fundamental thresholds in compressed sensing: a high-dimensional geometry approach (2012) (5)
Tree codes improve convergence rate of consensus over erasure channels (2012) (5)
A Characterization of Stochastic Mirror Descent Algorithms and Their Convergence Properties (2019) (5)
Multiple illumination phaseless super-resolution (MIPS) with applications to phaseless DoA estimation and diffraction imaging (2017) (5)
Noisy estimation of simultaneously structured models: Limitations of convex relaxation (2013) (4)
On the Ingleton-Violating Finite Groups and Group Network Codes (2012) (4)
Multiple-antenna systems and wireless networks (2006) (4)
On the average power of multiple subcarrier intensity modulated optical signals: Nehari's problem and coding bounds (2003) (4)
Mixed H/sup 2//H/sup /spl infin// optimal signal reconstruction in noisy filter banks (2000) (4)
On joint ml detection and decoding for linear block codes (2003) (4)
Statistical approach to ML decoding of linear block codes on symmetric channels (2004) (4)
Sphere-constrained ML detection for frequency-selective channels (2003) (4)
3. State-Space Models in Krein Space (1999) (4)
Noncoherent Short-Packet Communication via Modulation on Conjugated Zeros (2018) (4)
Manifold Optimization for High-Accuracy Spatial Location Estimation Using Ultrasound Waves (2021) (4)
ML Estimation of DNA Initial Copy Number in Polymerase Chain Reaction (PCR) Processes (2007) (4)
An efficient H/sup /spl infin// estimation approach to speed up the sphere decoder (2005) (4)
Multiple antennas and representation theory (2000) (4)
Performance of real phase retrieval (2017) (4)
On optimal solutions to two-block H/sup /spl infin// problems (1998) (4)
A Study of Generalization of Stochastic Mirror Descent Algorithms on Overparameterized Nonlinear Models (2020) (4)
New capacity upper bounds and coding aspects for some channels with causal CSIT (2015) (4)
Sparse measurements, compressed sampling, and DNA microarrays (2008) (3)
Peak to average power reduction using amplitude and sign adjustment (2004) (3)
Optimality Criteria for LMS and Backpropagation (1993) (3)
Phaseless super-resolution in the continuous domain (2016) (3)
Modeling the Kinetics of Hybridization in Microarrays (2007) (3)
Event-Triggered Stochastic Control via Constrained Quantization (2019) (3)
On joint maximum-likelihood estimation of PCR efficiency and initial amount of target (2006) (3)
Subspace expanders and matrix rank minimization (2011) (3)
Scheduling for Distributed Sensor Networks (2004) (3)
Power bandwidth trade-off for sensory and ad-hoc wireless networks (2004) (3)
Constrained blind deconvolution using Wirtinger flow methods (2017) (3)
On Limits of Performance of Dna Microarrays (2006) (3)
Balanced and sparse Tamo-Barg codes (2017) (3)
PEP Analysis of the SDP Based Joint Channel Estimation and Signal Detection (2007) (3)
On the eigendistribution of the steady-state error covariance matrix for the extended RLS algorithm (2009) (3)
Asymptotic Analysis of the Gaussian Broadcast Channel with Perturbation Preprocessing (2006) (3)
Upper bounds for mixed H^2/H^∞ control (1998) (3)
On frames from abelian group codes (2013) (3)
Support Constrained Generator Matrices of Gabidulin Codes in Characteristic Zero (2020) (3)
A Stochastic Interpretation of Stochastic Mirror Descent: Risk-Sensitive Optimality (2019) (3)
Deterministic phase guarantees for robust recovery in incoherent dictionaries (2012) (3)
Clustering by Comparison: Stochastic Block Model for Inference in Crowdsourcing (2015) (3)
Sparse and Balanced Reed–Solomon and Tamo–Barg Codes (2019) (3)
The P-Norn Generalization of the LMS Algorithm for Adaptive Filtering (2003) (3)
MCMC methods for integer least-squares problems (2010) (3)
Fully-diverse sp(2) code design (2003) (3)
Linearly combined suboptimal mixed H/sub 2//H/sub /spl infin// controllers (1997) (3)
Measurement-Feedback Control with Optimal Data-Dependent Regret (2022) (3)
Sphere-constrained ML detection for channels with memory (2003) (3)
Upper bounds for mixed H/sup 2//H/sup /spl infin// control (1998) (2)
LQG control for systems with random unbounded communication delay (2016) (2)
Frames from generalized group fourier transforms and SL2(Fq) (2014) (2)
Decision feedback equalization from an H-infinity perspective (1999) (2)
Precise 3-D GNSS Attitude Determination Based on Riemannian Manifold Optimization Algorithms (2020) (2)
High Diversity Scheme for Wireless Networks based on Interference Cancellation (2007) (2)
An analog sub-linear time sparse signal acquisition framework based on structured matrices (2012) (2)
H 1 Optimality of the LMS Algorithm 1 (1995) (2)
Nonnegative Compressed Sensing with Minimal Perturbed Expanders (2009) (2)
On the Ingleton-Violations in Finite Groups (2012) (2)
FRET-based real-time DNA microarrays. (2012) (2)
Array Algorithms for H 2 and H ∞ Estimation (1999) (2)
Unambiguous discrimination between two rank-2 mixed quantum states (2007) (2)
Throughput scaling in random wireless networks (2006) (2)
Invited paper: An efficient H∞ estimation approach to speed up the sphere decoder (2005) (2)
Rate-cost tradeoffs in control. Part I: lower bounds (2016) (2)
Coherent optical array receiver experiment: design, implementation, and BER performance of a multichannel coherent optical receiver for PPM signals under atmospheric turbulence (2006) (2)
Code Design for MultihopWireless Relay Networks (2008) (2)
Towards reducing the gap between PMEPR of multicarrier and single carrier signals (2005) (2)
Codes for differential signaling with many antennas (2000) (2)
On the throughput of opportunistic beamforming with imperfect CSI (2007) (2)
Precise Error Analysis of the $\ell_2$-LASSO (2015) (2)
On Sensor Fusion in the Presence of Communication Channels (2004) (2)
Differentially Quantized Gradient Methods (2020) (2)
Asymptotic probability bounds on the peak distribution of complex multicarrier signals without Gaussian assumption (2002) (2)
Tracking with an H/sup /spl infin// criterion (1997) (2)
An LMI formulation for the estimation-based approach to the design of adaptive filters (1998) (2)
Adaptive filtering with a H/sup /spl infin// criterion (1994) (2)
Rate-Diversity Trade-offs in Interference Channels with and without Cooperation (2006) (2)
A Krein Space Interpretation of the Kalman-Yakubovich-Popov Lemma (1997) (2)
Compressed Network Tomography for Probabilistic Tree Mixture Models (2011) (2)
On the capacity region of broadcast problems over wireless erasure networks (2)
Projected ℓ1-minimization for compressed sensing (2012) (2)
MOCZ for Blind Short-Packet Communication: Some Practical Aspects (2019) (1)
On the Capacity Scalings of the Multiple Antenna Group-Broadcast Systems (2007) (1)
An Improved Initialization for Low-Rank Matrix Completion Based on Rank-L Updates (2018) (1)
Cayley codes for multi-antenna differential modulation (2001) (1)
Adaptive Signal Processing (2010) (1)
Error bounds for Bregman denoising and structured natural parameter estimation (2017) (1)
A Krein Space Interpretation of the (1997) (1)
Rate-cost tradeoffs in control. Part II: achievable scheme (2016) (1)
On H/sup /spl infin// optimal signal reconstruction in noisy filter banks (1999) (1)
Sequential Coding of Gauss-Markov Sources (2017) (1)
Subspace-Based Adaptive Method for Estimating Direction-of-Arrival With Luenberger Observer (2010) (1)
Gabidulin Codes with Support Constraints (2019) (1)
BOOK REVIEW-//Linear Estimation (2003) (1)
On the mixing time of Markov Chain Monte Carlo for integer least-square problems (2012) (1)
Design of optimal mixed H/sub 2//H/sub /spl infin// static state feedback controllers (1998) (1)
On adaptive filtering with combined least-mean-squares and H/sup /spl infin// criteria (1997) (1)
Sequential Coding of Gauss-Markov Sources over Packet-Erasure Channels with Feedback (2017) (1)
On the entropy region of discrete and continuous random variables and network information theory (2008) (1)
Beyond semidefinite relaxation: Basis banks and computationally enhanced guarantees (2015) (1)
Recovering Jointly Sparse Signals via Joint Basis Pursuit (2012) (1)
Limits of performance of real-time DNA microarrays (2009) (1)
A symmetric adaptive algorithm for speeding-up consensus (2010) (1)
Robust causal transform coding for LQG systems with delay loss in communications (2016) (1)
The CEO Problem With Inter-Block Memory (2019) (1)
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems (2020) (1)
Low-Rank Riemannian Optimization for Graph-Based Clustering Applications (2021) (1)
Space-time code design for three-transmit-antenna systems (2004) (1)
Stochastic Mirror Descent in Average Ensemble Models (2022) (1)
Stable Blind Deconvolution over the Reals from Additional Autocorrelations (2017) (1)
Beyond Implicit Regularization: Avoiding Overfitting via Regularizer Mirror Descent (2021) (1)
Competitive-Ratio and Regret-Optimal Control with General Weights (2022) (1)
Exponential-quadratic optimal signal reconstruction in noisy filter banks (2000) (1)
Scalar Linear Network Coding for Networks with Two Sources (2010) (1)
Online estimation and control with optimal pathlength regret (2021) (1)
Design of optimal mixed H_2/H_∞ static state feedback controllers (1998) (1)
Explicit Regularization via Regularizer Mirror Descent (2022) (1)
Sparse Covariance Estimation from Quadratic Measurements: A Precise Analysis (2019) (1)
Estimation-based multi-channel adaptive algorithm for filtered-LMS problems (2000) (1)
The proportional mean decomposition: A bridge between the Gaussian and bernoulli ensembles (2015) (1)
Signal Processing for Real-Time DNA Microarrays (2007) (1)
Precise Asymptotic Analysis of Deep Random Feature Models (2023) (1)
Feedback Capacity of Gaussian Channels with Memory (2022) (1)
State-space structure of finite horizon optimal mixed H/sub 2//H/sub /spl infin// filters (1997) (1)
Equalization with an H/sup /spl infin// criterion (1998) (1)
An estimation-based approach to multiple-input multiple-output (MIMO) channel equalization (2000) (1)
Bounds for Least-Squares Estimators (2001) (1)
Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control (2022) (1)
On the existence of codes with constant bounded PMEPR for multicarrier signals (2003) (1)
High-rate space-time codes motivated by SU(3) (2003) (1)
Nucleic Acid Detection Using Bioluminescence Regenerative Cycle and Statistical Signal Processing (2004) (1)
Fully-diverse multi-antenna space-time codes based on Sp(2) (2002) (1)
Linear Estimation in ein Spaces- eory (1996) (1)
Spatio-Temporal Blind Identification Of FIR Channels For Multiple Users (1994) (1)
DECISION FEEDBACK EQUALIZATION FROM AN H 1 PERSPECTIVE (1999) (1)
14. Asymptotic Behavior (1999) (0)
Regret-Optimal Filtering for Prediction and Estimation (2021) (0)
Entropy Vectors, Network Information Theory and Wireless Networks (2007) (0)
15. Optimal H∞ Solutions (1999) (0)
Optimal state based control of LTI systems over unreliable communication channels (2016) (0)
Tensor-based crowdsourced clustering via triangle queries (2017) (0)
Book review (2003) (0)
The Generalization Error of Stochastic Mirror Descent on Over-Parametrized Linear Models (2023) (0)
List of Publication (2006) (0)
9. Finite-Horizon Control Problems (1999) (0)
1 MIMO Receive Algorithms (2015) (0)
10. Input—Output Approach to H2 and H∞ Estimation (1999) (0)
6. Several Related Problems (1999) (0)
Some Research Highlights Communication and Control (0)
12. The Discrete-Time Algebraic Riccati Equation (1999) (0)
Reducing the LQG Cost with Minimal Communication (2021) (0)
An Electrifying Century - Electrical Engineering: An Early History of the Caltech EE Department (2010) (0)
Hoo filtering is just Kalman filtering in Krein space (1993) (0)
TERIZED NONLINEAR MODELS (2019) (0)
H^∞-optimality of H^2 predictors (1998) (0)
A new exact closest lattice point search algorithm using linear constraints (2007) (0)
A New Hybrid Approach Toward Spinal Deformities Radiographic Images Diagnosis (2015) (0)
2D phaseless super-resolution (2017) (0)
A Novel Riemannian Optimization Approach and Algorithm for Solving the Phase Retrieval Problem (2019) (0)
Recursive linear estimation in Krein spaces with applications to H∞ problems (1994) (0)
Iterative weighted ℓ1 Optimization for compressed sensing and coding (2010) (0)
11. Input—Output Approach to H2 and H∞ Control (1999) (0)
ROBUSTNESS ANALYSIS OF A LIST DECODING ALGORITHM FOR COMPRESSED SENSING (2011) (0)
Multi-antenna Cayley differential codes (2002) (0)
Fundamental inertia conditions for the solution of H/sup /spl infin//-problems (1995) (0)
A Construction of Entropic Vectors (0)
13. Infinite-Horizon Results for State-Space Models (1999) (0)
A pr 2 00 8 Wireless Erasure Networks With Feedback (2018) (0)
Completion Time Reduction for Partially Connected D2D-enabled Network using Binary Codes (2016) (0)
Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models (2023) (0)
Analysis of multiple antenna wireless links at low SNR (2003) (0)
H 1 Adaptive Filtering (2007) (0)
Tracking with an H 1 Criterion 1 (2007) (0)
Adaptive Filtering with an Hm Criterion (1995) (0)
5. Array Algorithms (1999) (0)
Mathematics of Communications Research (2002) (0)
On the recovery of nonnegative sparse vectors from sparse measurements inspired by expanders (2009) (0)
Design of Fully Diverse Multiple-Antenna Codes (2004) (0)
PEP analysis of SDP-based non-coherent signal detection (2007) (0)
Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization (2020) (0)
An H 1-Optimal Alternative to the FxLMS Algorithm 1 (1998) (0)
Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization (2019) (0)
FIR H/spl infin/ equalization (2000) (0)
Matching with Friends: Peer Effects and Stability in Housing Assignment (2011) (0)
H/sup /spl infin//-optimality of H/sup 2/ predictors (1998) (0)
stimation in Krein Spaces- art 11: Applications (1996) (0)
The { dollar } p { dollar }-Norm Generalization of the LMS Algorithm for Adaptive Filtering (0)
On estimation in real-time microarrays (2008) (0)
On robust two-block problems (1998) (0)
Space-time autocoding constellations with pairwise-independent signals (2001) (0)
Regret-Optimal LQR Control (2021) (0)
FIR Hinfinity equalization (2001) (0)
Recovering Structured Signals in Noise : Precise Error Bounds 3 1 . 2 Structured Signals and Noisy Compressed Sensing (2015) (0)
State-space structure of finite horizon optimal mixed H_2/H_∞ filters (1997) (0)
Robustifying Binary Classification to Adversarial Perturbation (2020) (0)
Sensor Scheduling Algorithms Requiring Limited Computation. In Proc. of IEEE Conf. on Acoustics, Speech and Signal Processing, Toronto, Canada, pages 825-828, May 2004. (2004) (0)
A Perspective on the MIMO Wiretap Channel MIMOsystemsareakeyingredientofmoderncommunications.Thispaperprovidesa survey on main results on a confidential transmission over MIMO channels and suggests design criteria for wiretap codes. (2015) (0)
Keynote Speaker (2021) (0)
FUNDAMENTAL INERTIA CONDITIONS FOR THE SOLUTION OF H/spl infin/ -PROBLEMS - American Control Conference, Proceedings of the 1995 (2004) (0)
Signal Processing Aspects of Real-Time DNA Microarrays (2007) (0)
4. Finite-Horizon H∞ Filtering (1999) (0)
State-space Structure of Finite Horizon Optimal (0)
On a closed form solution to the constant modulus factorization problem (1994) (0)
Recursive linear estimation in spaces with application in h / inf / problems (1994) (0)
an IP Criterion (1997) (0)
SUPER-RESOLUTION USING MASKS (2016) (0)
SIGNALPROCESSINGFOR REAL-TIMEDNA MICROARRAYS (2007) (0)
The Lee Center for Advanced Networking (2010) (0)
1. Introduction and Motivation (1999) (0)
16. Continuous-Time Results and Final Remarks (1999) (0)
OnaStochastic Sensor SelectionAlgorithmwith Applications in Sensor Scheduling andSensorCoverage (2005) (0)
Array Algorithms for H2 and Hoo estimation (1999) (0)
STOCHASTIC GRADIENT/MIRROR DESCENT: MINI- (2018) (0)

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