Vahid Tarokh
#10,798
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Iranian-born mathematician, computer scientist
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Vahid Tarokhmathematics Degrees
Mathematics
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Measure Theory
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Computer Science Mathematics
Vahid Tarokh's Degrees
- PhD Electrical Engineering Stanford University
- Masters Electrical Engineering Stanford University
- Bachelors Electrical Engineering Sharif University of Technology
Why Is Vahid Tarokh Influential?
(Suggest an Edit or Addition)According to Wikipedia, Vahid Tarokh is an Iranian–American electrical engineer, mathematician, computer scientist, and professor. Since 2018, he has served as a Professor of Electrical and Computer Engineering, a Professor of Mathematics, and the Rhodes Family Professor of Electrical and Computer Engineering at Duke University. From 2019 to 2021, he was a Microsoft Data Science Investigator at Microsoft Innovation Hub at Duke University. Tarokh works with complex datasets and uses machine learning algorithms to predict catastrophic events.
Vahid Tarokh's Published Works
Published Works
- Space-Time block codes from orthogonal designs (1999) (7344)
- Space-Time Codes for High Data Rate Wireless Communications : Performance criterion and Code Construction (1998) (5852)
- Space-time block coding for wireless communications: performance results (1999) (1895)
- Achievable rates in cognitive radio channels (2006) (1059)
- A differential detection scheme for transmit diversity (2000) (888)
- Space-time codes for high data rate wireless communication: performance criteria in the presence of channel estimation errors, mobility, and multiple paths (1999) (653)
- Multiple-antenna channel hardening and its implications for rate feedback and scheduling (2004) (645)
- Space-time coded OFDM for high data-rate wireless communication over wideband channels (1998) (624)
- Collaborative beamforming for distributed wireless ad hoc sensor networks (2005) (586)
- Combined Array Processing and Space-Time Coding (1999) (551)
- Cognitive radio networks (2008) (539)
- Optimized constellations for two-way wireless relaying with physical network coding (2009) (499)
- Performance Bounds for Bidirectional Coded Cooperation Protocols (2007) (496)
- On the degrees-of-freedom of the MIMO interference channel (2008) (467)
- A space-time coding modem for high-data-rate wireless communications (1998) (417)
- Measurement and modeling of an ultra-wide bandwidth indoor channel (2004) (339)
- On the computation and reduction of the peak-to-average power ratio in multicarrier communications (2000) (326)
- On the existence and construction of good codes with low peak-to-average power ratios (2000) (298)
- Multiple transmit antenna differential detection from generalized orthogonal designs (2001) (287)
- A statistical path loss model for in-home UWB channels (2002) (274)
- Space-time diversity enhancements using collaborative communications (2005) (221)
- SPARLS: The Sparse RLS Algorithm (2010) (218)
- Limits on communications in a cognitive radio channel (2006) (209)
- Shannon-Theoretic Limits on Noisy Compressive Sampling (2007) (185)
- HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients (2020) (177)
- Variable-Rate Two-Phase Collaborative Communication Protocols for Wireless Networks (2006) (170)
- The Primary Exclusive Region in Cognitive Networks (2009) (157)
- Achievable Rate Regions and Performance Comparison of Half Duplex Bi-Directional Relaying Protocols (2011) (157)
- Model Selection Techniques: An Overview (2018) (156)
- Design of an OFDM Cooperative Space-Time Diversity System (2007) (153)
- Space-time codes for high data rate wireless communication: performance criteria (1997) (150)
- Cognitive Networks Achieve Throughput Scaling of a Homogeneous Network (2008) (145)
- Trellis-coded modulation and transmit diversity: design criteria and performance evaluation (1998) (141)
- Low‐dimensional‐structure self‐learning and thresholding: Regularization beyond compressed sensing for MRI Reconstruction (2011) (133)
- A Highly Scalable Key Pre-Distribution Scheme for Wireless Sensor Networks (2013) (131)
- A construction of OFDM 16-QAM sequences having low peak powers (2001) (131)
- UWB indoor path loss model for residential and commercial buildings (2003) (119)
- A survey of error-correcting codes for channels with symbol synchronization errors (2010) (115)
- Design and analysis of collaborative diversity protocols for wireless sensor networks (2004) (115)
- A new construction of 16-QAM Golay complementary sequences (2003) (115)
- UWB delay profile models for residential and commercial indoor environments (2005) (107)
- Existence and construction of noncoherent unitary space-time codes (2002) (107)
- Correction to "Space-Time codes from orthogonal designs" (2000) (103)
- New Directions in Wireless Communications Research (2009) (102)
- Adaptive algorithms for sparse system identification (2011) (97)
- A Frame Construction and a Universal Distortion Bound for Sparse Representations (2008) (97)
- SpiderBoost and Momentum: Faster Variance Reduction Algorithms (2019) (95)
- Scaling Laws of Cognitive Networks (2007) (91)
- Denoising Maps and Constellations for Wireless Network Coding in Two-Way Relaying Systems (2008) (89)
- Comparison of bi-directional relaying protocols (2008) (89)
- Coexistence of ultra-wideband systems with IEEE-802.11 a wireless LANs (2003) (86)
- On the primary exclusive region of cognitive networks (2008) (86)
- Multiple description trellis coded quantization (1998) (82)
- Universal Bound on the Performance of Lattice Codes (1999) (82)
- Differential space time block codes using nonconstant modulus constellations (2003) (81)
- Improved Capacity Scaling in Wireless Networks With Infrastructure (2008) (75)
- SpiderBoost: A Class of Faster Variance-reduced Algorithms for Nonconvex Optimization (2018) (75)
- Space-Time Codes for Wireless Optical Communications (2002) (72)
- Achievable rate regions for bi-directional relaying (2008) (72)
- GADIA: A Greedy Asynchronous Distributed Interference Avoidance Algorithm (2010) (72)
- Asymptotic Achievability of the CramÉr–Rao Bound for Noisy Compressive Sampling (2009) (71)
- Opportunistic beamforming based on multiple weighting vectors (2005) (71)
- An Adaptive Greedy Algorithm With Application to Nonlinear Communications (2010) (70)
- Relay selection methods for wireless cooperative communications (2008) (70)
- Interference Aware-Coordinated Beamforming in a Multi-Cell System (2012) (68)
- Compressed sensing reconstruction for whole‐heart imaging with 3D radial trajectories: A graphics processing unit implementation (2013) (67)
- UWB path loss characterization in residential environments (2003) (65)
- Denoising Strategy for Convolutionally-Coded Bidirectional Relaying (2009) (63)
- Scaling laws of single-hop cognitive networks (2009) (62)
- On Bounds and Algorithms for Frequency Synchronization for Collaborative Communication Systems (2007) (57)
- An empirical indoor path loss model for ultra-wideband channels (2003) (57)
- Comparison study of UWB indoor channel models (2007) (57)
- On compound channels with side information at the transmitter (2006) (56)
- Cognitive multiple access networks (2005) (56)
- Near Shannon Limit and Low Peak to Average Power Ratio Turbo Block Coded OFDM (2011) (56)
- Space-time codes for high data rate wireless communication: mismatch analysis (1997) (54)
- Space-time codes for wireless communication: code construction (1997) (54)
- Compressed Sensing With Wavelet Domain Dependencies for Coronary MRI: A Retrospective Study (2011) (53)
- SGD Converges to Global Minimum in Deep Learning via Star-convex Path (2019) (51)
- Interference Reduction by Beamforming in Cognitive Networks (2008) (50)
- Existence of optimal prefix codes for infinite source alphabets (1997) (49)
- Speech Emotion Recognition with Dual-Sequence LSTM Architecture (2019) (48)
- Interference Aware-Coordinated Beamforming System in a Two-Cell Environment (2009) (47)
- Variable-rate space-time block codes in M-ary PSK systems (2003) (47)
- Bridging AIC and BIC: A New Criterion for Autoregression (2015) (47)
- Analysis of Network Coded HARQ for Multiple Unicast Flows (2010) (47)
- UWB indoor delay profile model for residential and commercial environments (2003) (46)
- Adaptive Modulation and Network Coding with Optimized Precoding in Two-Way Relaying (2009) (46)
- Interference in a Cognitive Network with Beacon (2008) (45)
- Performance evaluation of MB-OFDM and DS-UWB systems for wireless personal area networks (2005) (43)
- Accelerated aortic flow assessment with compressed sensing with and without use of the sparsity of the complex difference image (2013) (43)
- Convergence of Limited Communication Gradient Methods (2018) (42)
- Rate of Channel Hardening of Antenna Selection Diversity Schemes and Its Implication on Scheduling (2007) (41)
- On Optimal Generalizability in Parametric Learning (2017) (38)
- Coded Bi-Directional Relaying in Combat Scenarios (2007) (36)
- DiBa: A Data-Driven Bayesian Algorithm for Sleep Spindle Detection (2012) (35)
- Achievable Rates and Scaling Laws for Cognitive Radio Channels (2008) (34)
- Peak power reduction of OFDM signals with sign adjustment (2009) (34)
- Bayesian Model Comparison with the Hyvärinen Score: Computation and Consistency (2017) (34)
- A simple encodable/decodable OFDM QPSK code with low peak-to-mean envelope power ratio (2001) (34)
- Interference and noise reduction by beamforming in cognitive networks (2009) (33)
- Energy harvesting cooperative communications (2012) (32)
- Accelerated noncontrast‐enhanced pulmonary vein MRA with distributed compressed sensing (2011) (32)
- Bounds on the Capacity of Discrete Memoryless Channels Corrupted by Synchronization and Substitution Errors (2012) (30)
- A Coding Theory Approach to Noisy Compressive Sensing Using Low Density Frames (2011) (30)
- Cognitive Radio Networks: Highlights of Information Theoretic Limits, Models and Design (2009) (29)
- SpiderBoost and Momentum: Faster Stochastic Variance Reduction Algorithms (2018) (27)
- Energy reduction in VLSI computation modules: an information-theoretic approach (2003) (27)
- A differential detection scheme for transmit diversity (1999) (27)
- UWB path loss characterization in residential environments (2003) (26)
- A class of bi-directional multi-relay protocols (2009) (26)
- Channel-shortening multiuser detector for DS-CDMA systems (2001) (25)
- Collaborative beamforming in ad hoc networks (2004) (25)
- Compressed‐sensing motion compensation (CosMo): A joint prospective–retrospective respiratory navigator for coronary MRI (2011) (24)
- SemiFL: Communication Efficient Semi-Supervised Federated Learning with Unlabeled Clients (2021) (24)
- Communication Complexity of Dual Decomposition Methods for Distributed Resource Allocation Optimization (2018) (24)
- A distributed asynchronous algorithm for spectrum sharing in wireless ad hoc networks (2008) (24)
- Spectral Distribution of Random Matrices From Binary Linear Block Codes (2011) (24)
- On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits (2016) (24)
- Cognitive Decompiosition of Wirless Networks (2006) (24)
- Design of successively refinable trellis-coded quantizers (1999) (23)
- On the equivalence of interleavers for turbo codes using quadratic permutation polynomials over integer rings (2010) (23)
- On Data-Dependent Random Features for Improved Generalization in Supervised Learning (2017) (23)
- Capacity- and Bayesian-Based Cognitive Sensing with Location Side Information (2011) (23)
- Cognitive Sensing Based on Side Information (2008) (22)
- Principal ratio combining for fixed wireless applications when transmitter diversity is employed (1998) (22)
- On Frequency Offset Estimation for OFDM (2013) (22)
- On Variability of Renewable Energy and Online Power Allocation (2018) (22)
- A Peak Power Efficient Cooperative Diversity using Star-QAM with Coherent/Noncoherent Detection (2013) (21)
- Space-time block coding-from a physical perspective (1999) (20)
- The Primary Exclusive Regions in Cognitive Networks (2008) (20)
- A Distributed Online Convex Optimization Algorithm with Improved Dynamic Regret (2019) (20)
- Trellis complexity versus the coding gain of lattices I (1996) (20)
- Space-time codes for wireless communication (1997) (20)
- Convergence of limited communications gradient methods (2016) (19)
- New Codes from Dual BCH Codes with Applications in Low PAPR OFDM (2011) (19)
- Errata to "space-time codes for high data rate wireless communications: performance criteria in the presence of channel estimation errors, mobility, and multiple paths" (2003) (18)
- A multipath intensity profile model for residential environments (2003) (18)
- On the Effects of Frequency Scaling Over Capacity Scaling in Underwater Networks—Part II: Dense Network Model (2013) (18)
- Fundamental Limits of Cognitive Radio Networks (2007) (18)
- Space-time coded modulation for high data rate wireless communications (1997) (17)
- Sphere Packing Optimization and EXIT Chart Analysis for Multi-Dimensional QAM Signaling (2009) (17)
- Cooperation and Cognition in Wireless Networks (2006) (17)
- Bi-directional half-duplex protocols with multiple relays (2008) (17)
- Universal bounds on buffer size for packetizing fluid policies in input queued, crossbar switches (2004) (17)
- A practical transmit beamforming strategy for closed‐loop MIMO communication (2012) (16)
- Information Theoretic Analysis of Cognitive Radio Systems (2007) (16)
- An Overview of Scaling Laws in Ad Hoc and Cognitive Radio Networks (2008) (16)
- Low-rate multi-dimensional space-time codes for both slow and rapid fading channels (1997) (16)
- Energy-efficient base-station topologies for green cellular networks (2013) (15)
- Time-hopping sequence design for narrowband interference suppression (2004) (15)
- Distributed resource allocation using one-way communication with applications to power networks (2016) (15)
- Performance Bounds on Sparse Representations Using Redundant Frames (2007) (15)
- Scheduling Algorithms for Providing Flexible , Rate-Based , Quality of Service Guarantees for Packet-Switching in Banyan Networks (2004) (15)
- Complementary beamforming: new approaches (2006) (15)
- Sequential Event Detection Using Multimodal Data in Nonstationary Environments (2018) (14)
- Multiple Change Point Analysis: Fast Implementation and Strong Consistency (2016) (14)
- Noisy compressive sampling limits in linear and sublinear regimes (2008) (14)
- Fundamental Limits of TOA/DOA and Inertial Measurement Unit-Based Wireless Capsule Endoscopy Hybrid Localization (2017) (13)
- Cognitive Decomposition of Wireless Networks ( Invited Paper ) (2006) (13)
- Upper bounds on trellis complexity of lattices (1997) (13)
- DRASIC: Distributed Recurrent Autoencoder for Scalable Image Compression (2019) (13)
- In vivo and in situ measurement and modelling of intra-body effective complex permittivity. (2015) (13)
- Adaptive Frequency Synchronization for Collaborative Communication Systems (2007) (13)
- CNN-Based Joint SNR and Doppler Shift Classification Using Spectrogram Images for Adaptive Modulation and Coding (2021) (13)
- SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series (2016) (13)
- An impulse response model for residential wireless channels (2003) (13)
- Reverse-Link Rate Control Algorithms with Fairness Guarantees for CDMA Systems (2007) (12)
- A signal processing application of randomized low-rank approximations (2005) (12)
- Estimation of the Evolutionary Spectra With Application to Stationarity Test (2018) (12)
- Bi-directional half-duplex relaying protocols (2009) (12)
- Compressive Sensing Using Low Density Frames (2009) (12)
- Analysis of the Impact of Nonlinearity on the Capacity of Communication Channels (2013) (12)
- On the effects of phase estimation errors on collaborative beamforming in wireless ad hoc networks (2005) (12)
- A Novel Cyber Physical System for 3-D Imaging of the Small Intestine In Vivo (2015) (12)
- New Conditions for Sparse Phase Retrieval (2013) (12)
- Sidelobe level distribution computation for antenna arrays with arbitrary element distributions (2011) (12)
- Analysis of a privacy-preserving PCA algorithm using random matrix theory (2016) (12)
- Comparison of SPARLS and RLS algorithms for adaptive filtering (2009) (12)
- Pseudo-Wigner Matrices (2017) (12)
- Construction of block orthogonal golay sequences and application to channel estimation of mimo-ofdm systems (2008) (12)
- A Distributed Dynamic Frequency Allocation Algorithm (2007) (11)
- Dual antenna selection algorithms and feedback strategies with reduced complexity for multiple-input multiple-output systems (2009) (11)
- Key Pre-Distributions From Graph-Based Block Designs (2015) (11)
- CYCLOSTATIONARY STATISTICAL MODELS AND ALGORITHMS FOR ANOMALY DETECTION USING MULTI-MODAL DATA (2018) (11)
- Jointly optimized two-cell MIMO systems (2011) (11)
- Channel Hardening and the Scheduling Gain of Antenna Selection Diversity Schemes (2007) (11)
- Symmetric Pseudo-Random Matrices (2017) (11)
- Beam Selection Gain from Butler Matrices (2008) (11)
- Learning Partial Differential Equations From Data Using Neural Networks (2019) (11)
- Adaptive algorithms for sparse nonlinear channel estimation (2009) (11)
- Differential space time block codes using QAM constellations (2003) (10)
- Sparse Signal Recovery from a Mixture of Linear and Magnitude-Only Measurements (2015) (10)
- Bayesian Source Localization in Networks with Heterogeneous Transmission Medium (2012) (10)
- Compressed sensing reconstruction for undersampled breath‐hold radial cine imaging with auxiliary free‐breathing data (2014) (10)
- Multi-hop routing is order-optimal in underwater extended networks (2010) (10)
- Differential space time block codes using QAM for four transmit antennas (2004) (10)
- Sequential Detection of Regime Changes in Neural Data (2018) (10)
- Minimax-optimal decoding of movement goals from local field potentials using complex spectral features (2019) (10)
- Classification of Local Field Potentials using Gaussian Sequence Model (2017) (10)
- Low density frames for compressive sensing (2010) (10)
- Momentum Schemes with Stochastic Variance Reduction for Nonconvex Composite Optimization (2019) (10)
- Robustness analysis for an online decentralized descent power allocation algorithm (2016) (10)
- Restricted Recurrent Neural Networks (2019) (9)
- Group randomness properties of pseudo-noise and gold sequences (2011) (9)
- Sparse Representation-Based Denoising for High-Resolution Brain Activation and Functional Connectivity Modeling: A Task fMRI Study (2020) (9)
- Complementary Lattice Arrays for Coded Aperture Imaging (2015) (9)
- Online Learning for Multimodal Data Fusion With Application to Object Recognition (2018) (9)
- Task-Aware Neural Architecture Search (2020) (8)
- Asymptotically Optimal Prediction for Time-Varying Data Generating Processes (2019) (8)
- Prediction in Online Convex Optimization for Parametrizable Objective Functions (2019) (8)
- On Sparsity, Redundancy and Quality of Frame Representations (2007) (8)
- Peak sidelobe level gumbel distribution for arrays of randomly placed antennas (2015) (8)
- Blind identification of sparse channels and symbol detection via the EM algorithm (2011) (8)
- Cooperation, Competition and Cognition in Wireless Networks (2006) (7)
- Spectral Distribution of Product of Pseudorandom Matrices Formed From Binary Block Codes (2013) (7)
- Trellis complexity versus the coding gain of lattices II (1996) (7)
- Introduction to the Issue on Signal Processing and Networking for Dynamic Spectrum Access (2008) (7)
- Multiple Transmit Antenna Differential Detection From (2001) (7)
- Distributed Online Convex Optimization with Improved Dynamic Regret (2019) (7)
- On the Trellis Complexity of the Densest Lattice Packings in Rn (1996) (7)
- A Distributed Dynamic Frequency Allocation Algorithm For Ad Hoc Networks (2007) (7)
- An adaptive localization technique for wireless capsule endoscopy (2016) (7)
- Identifying Latent Stochastic Differential Equations (2020) (7)
- An algorithm for reducing the peak to average power ratio is a multicarrier communications system (1999) (7)
- Data-driven learning of the number of states in multi-state autoregressive models (2015) (6)
- Analysis of Network Coded HARQ for Multiple Unicast Flows (2013) (6)
- Principal ratio combining for fixed wireless applications when transmitter diversity is employed (1998) (6)
- Distributed Dynamic Frequency Allocation In Wireless Networks Under Time-Varying User Activities (2008) (6)
- Fisher Auto-Encoders (2020) (6)
- Maximum achievable energy reduction using coding with applications to deep sub-micron buses (2002) (6)
- Analysis of Interference in Air-to-Ground CDMA Cellular Systems Under Idealized Assumptions (2011) (6)
- Existence and construction of block interleavers (2002) (6)
- An Adaptive Rate Assignment Strategy for CDMA2000 IS-856 Subject to RAB Delay (2009) (6)
- Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows (2020) (6)
- Gradient Information for Representation and Modeling (2019) (6)
- Discussion of "Instantaneous Reactive Power pq Theory and Power Properties of Three-Phase Systems" (2003) (6)
- Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials (2021) (5)
- Order Selection of Autoregressive Processes Using Bridge Criterion (2015) (5)
- Performance of Sparse Representation Algorithms Using Randomly Generated Frames (2007) (5)
- Cross-subject decoding of eye movement goals from local field potentials (2019) (5)
- Iterative Approach to Base Station Positioning In Cellular Networks (2008) (5)
- Random frames from binary linear block codes (2010) (5)
- On Statistical Efficiency in Learning (2020) (5)
- Dimension reduced turbulent flow data from deep vector quantisers (2021) (5)
- MIMO-OFDM and its application (2007) (5)
- Successively refinable trellis coded quantization (1998) (5)
- Controller Design for Rate Assignment in Wireless Networks (2009) (5)
- Two-way relaying with network coding for frequency-selective fading channels (2008) (5)
- Learning Bounds for Greedy Approximation with Explicit Feature Maps from Multiple Kernels (2018) (5)
- A GPU Implementation of Compressed Sensing Reconstruction of 3 D Radial ( Kooshball ) Acquisition for High-Resolution Cardiac MRI (2010) (5)
- Optimum opportunistic beamforming based on multiple weighting vectors (2005) (5)
- Gradient Assisted Learning (2021) (5)
- Two-stage constellation partition algorithm for reduced-complexity multiple-input multiple-output-maximum-likelihood detection systems (2012) (5)
- Guest editorial: special issue on high mobility wireless communications (2012) (4)
- Privacy-Preserving Multi-Target Multi-Domain Recommender Systems with Assisted AutoEncoders (2021) (4)
- Non-linear network coding in two-way relaying discrete channels (2009) (4)
- Network error correction from matrix network coding (2011) (4)
- The Impact of Spectrum Sensing Time on the Performance of the GADIA Algorithm (2008) (4)
- Near Field Resonator Isolation System: Theory to Implementation (2013) (4)
- On the Effects of Frequency Scaling Over Capacity Scaling in Underwater Networks—Part I: Extended Network Model (2013) (4)
- Beam Selection Gain Versus Antenna Selection Gain (2009) (4)
- Differential Spatial Multiplexing for Two and Three Transmit Antennas (2006) (4)
- Dictionary Learning and Sparse Coding-Based Denoising for High-Resolution Task Functional Connectivity MRI Analysis (2017) (4)
- Evolutionary Spectra Based on the Multitaper Method with Application To Stationarity Test (2018) (4)
- An Augmented Lagrangian Based Compressed Sensing Reconstruction for Non-Cartesian Magnetic Resonance Imaging without Gridding and Regridding at Every Iteration (2014) (4)
- Bayesian-based localization of wireless capsule endoscope using received signal strength (2014) (4)
- On Effects of Antenna Pointing Accuracy for On-the-Move Satellite Networks (2011) (4)
- An Adaptive Greedy Algorithm with Application to Sparse Narma Identification (2010) (4)
- Frequency-domain bit-flipping equalizer for wideband MIMO channels (2009) (4)
- Compressed Sensing Techniques for Image Reconstruction in Optical Interferometry (2014) (4)
- Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization (2020) (4)
- On the Order Optimality of Large-scale Underwater Networks (2011) (4)
- A New Practical Dirty-Paper Coding Strategy in MIMO System (2007) (3)
- Service coverage for cognitive radio networks with cooperative relays in shadowed hotspot areas (2011) (3)
- Multimodal Controller for Generative Models (2020) (3)
- A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow (2022) (3)
- Accelerated coronary mri using compressed sensing with transform domain dependencies: a feasibility study (2010) (3)
- Interference in Air-to-Ground Cellular Systems (2008) (3)
- Correction to "A New Construction of 16-QAM Golay Complementary Sequences" (2004) (3)
- SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training (2021) (3)
- Multi-Level Mean-Shift Clustering for Single-Channel Radio Frequency Signal Separation (2019) (3)
- Localization of mobile nodes based on inaccurate round-trip-time measurements using Bayesian inference (2011) (3)
- Supervised Learning Using Data-dependent Random Features with Application to Seizure Detection (2018) (3)
- An Exponential Model for Evaluating Error Performance of Turbo Codes (2010) (3)
- Fisher Task Distance and Its Application in Neural Architecture Search (2021) (3)
- Random Array Theory and Collaborative Beamforming (2009) (3)
- Downlink transmission rate-control strategies for closed-loop multiple-input multiple-output systems (2009) (3)
- Task Affinity with Maximum Bipartite Matching in Few-Shot Learning (2021) (3)
- Learning the Number of Autoregressive Mixtures in Time Series Using the Gap Statistics (2015) (3)
- Emulating Spatio-Temporal Realizations of Three-Dimensional Isotropic Turbulence via Deep Sequence Learning Models (2021) (3)
- Performance Study of Various Sparse Representation Methods Using Redundant Frames (2007) (3)
- Trellis complexity versus coding gain of lattice-based communication systems (1995) (3)
- Toward Data-Driven STAP Radar (2022) (3)
- Optimal variable selection in regression models (2019) (3)
- Convergence Rate of Empirical Spectral Distribution of Random Matrices From Linear Codes (2019) (3)
- Resolving phase ambiguities in the calibration of redundant interferometric arrays: implications for array design (2016) (3)
- Proceedings of the 2012 ACM Research in Applied Computation Symposium (2012) (3)
- Ground-to-air interference analysis in cellular ATG systems (2008) (3)
- Trellis complexity versus the coding gain of lattices (1995) (2)
- Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface (2017) (2)
- Talaria: A Framework for Simulation of Permissioned Blockchains for Logistics and Beyond (2021) (2)
- Approximating fluid schedules in packet-switched networks (2004) (2)
- Complementary Beam-Forming (2003) (2)
- A novel adaptive localization technique for wireless capsule endoscopy (2015) (2)
- Model Linkage Selection for Cooperative Learning (2020) (2)
- Flow Parameter Estimation Based on On-board Measurements of Air Vehicle Traversing Turbulent Flows (2020) (2)
- Frequency synchronization in OFDM (2004) (2)
- Learning latent stochastic differential equations with variational auto-encoders (2020) (2)
- On bounds and algorithms for cooperative wireless communication (2008) (2)
- Analysis of Multistate Autoregressive Models (2018) (2)
- Generative Archimedean Copulas (2021) (2)
- Impact of Coil Sensitivity Estimation on MRI reconstruction methods Combining Compressed Sensing and Parallel MRI (2009) (2)
- Semidefinite programming-based localization algorithm in networks with inhomogeneous media (2012) (2)
- Interference Analysis for on the Move Satellite Communication Systems (2009) (2)
- Deep James-Stein Neural Networks For Brain-Computer Interfaces (2020) (2)
- CoSMo : Compressed Sensing Motion Correction for Coronary MRI (2009) (2)
- Improved Automated Machine Learning from Transfer Learning (2021) (2)
- Information-theoretic limits of dense underwater networks (2011) (2)
- Accelerated phase contrast imaging using compressed sensing with complex difference sparsity (2012) (2)
- Distributed Dynamic Spectrum Allocation for Secondary Users in a Vertical Spectrum Sharing Scenario (2012) (2)
- Peak Sidelobe Level Gumbel Distribution of Antenna Arrays With Random Phase Centers (2019) (2)
- A Broadcast Scheme for MIMO Systems with Channel State Information at the Transmitter (2008) (2)
- Robust scalable physical layer network coding (2011) (2)
- Achieving Fairness in Generalized Processor Sharing for Network Switches (2)
- Sequential learning of multi-state autoregressive time series (2015) (2)
- Optimized nonuniform PSK for multiclass traffic and its application to space-time block codes (2006) (2)
- Training Sequence Design for Wireless Collaborative Communication Systems in Frequency-Selective Fading (2007) (2)
- SPARLS: A Low Complexity Recursive $\mathcal{L}_1$-Regularized Least Squares Algorithm (2009) (2)
- Region selection in Markov random fields: Gaussian case (2018) (2)
- On the Energy Efficiency of Multi-Dimensional Green Heterogeneous Network Architectures (2013) (2)
- Iterative Compressed Sensing Reconstruction for 3 D Non-Cartesian Trajectories without Gridding & Regridding at Every Iteration (2010) (2)
- Antenna Selection Strategies for MIMO Systems (2007) (2)
- On the Information of Feature Maps and Pruning of Deep Neural Networks (2021) (2)
- On Capacity Scaling of Underwater Networks: An Information-Theoretic Perspective (2010) (2)
- Large deviations of convex polyominoes (2018) (1)
- Capacity analysis for Gaussian channels with memoryless nonlinear hardware (2013) (1)
- Performance Analysis of a PASD Antenna System in Rayleigh Fading Channels (2008) (1)
- Score-Based Hypothesis Testing for Unnormalized Models (2022) (1)
- Explicit symmetric pseudo-random matrices (2017) (1)
- A Penalized Method for the Predictive Limit of Learning (2018) (1)
- Modeling extremes with d-max-decreasing neural networks (2021) (1)
- On the peak to average power reduction of OFDM signals using reserved subcarriers (2008) (1)
- On the spectral norms of pseudo-wigner and related matrices (2017) (1)
- Optimal prediction of data with unknown abrupt change points (2017) (1)
- Variable rate space-time block codes in MPSK systems (2002) (1)
- Detecting structural changes in dependent data (2017) (1)
- Data-Driven Target Localization Using Adaptive Radar Processing and Convolutional Neural Networks (2022) (1)
- Spectral distribution of the product of two random matrices based on binary block codes (2011) (1)
- Quickest Change Detection for Unnormalized Statistical Models (2023) (1)
- Recurrent Neural Network-Assisted Adaptive Sampling for Approximate Computing (2019) (1)
- Interference Estimation in Cellular Systems (2019) (1)
- Consistent coordination patterns provide near perfect behavior decoding in a comprehensive motor program for insect flight (2021) (1)
- Pruning Deep Neural Networks from a Sparsity Perspective (2023) (1)
- Scaling laws and phase transitions for target detection in MIMO radar (2016) (1)
- Deep Pinsker and James-Stein Neural Networks for Decoding Motor Intentions From Limited Data (2021) (1)
- Non-Contrast Enhanced Pulmonary Vein MRA with Compressed Sensing (2009) (1)
- Performance Analysis of Space Time Coding (2012) (1)
- Source localization using semi-definite programming approach in network with inhomogeneous transmission media (2014) (1)
- On the Degrees of Freedom in Cognitive Radio Channels (2007) (1)
- Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means (2020) (1)
- Non–linear network coding for two–way discrete channels (2009) (1)
- On the performance estimate for Turbo codes (2010) (1)
- Supervised Encoding for Discrete Representation Learning (2019) (1)
- A Theoretical Understanding of Neural Network Compression from Sparse Linear Approximation (2022) (1)
- Toward Data-Driven Radar STAP (2022) (1)
- Compressed Sensing with Transform Domain Dependencies for Coronary MRI (2009) (1)
- Collaborative diversity enhancements for wireless communications (2005) (1)
- Distributed Delay-Aware Rate Control Algorithm for the Reverse-Link of CDMA Systems (2006) (1)
- Delay bounds for packetizing time-varying fluid policies with speedup and lookahead in single server systems (2005) (1)
- Asymptotically Pseudo-Independent Matrices (2018) (1)
- Vertical spectrum sharing via distributed asynchronous interference avoidance in cognitive radio networks (2012) (1)
- Approximating Fluid Schedules in Crossbar Packet-Switches and Banyan Networks (2006) (1)
- Semi-Empirical Objective Functions for MCMC Proposal Optimization (2021) (1)
- Modeling nonlinearity in multi-dimensional dependent data (2017) (1)
- GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations (2021) (1)
- Transmit beamforming in Rayleigh product MIMO channels: Ergodic mutual information and symbol error rate (2016) (1)
- Inference and Sampling for Archimax Copulas (2022) (1)
- Causal Knowledge Transfer from Task Affinity (2022) (1)
- Spectral Distribution of Pseudo-random Matrices (2012) (1)
- Asymptotic Properties of Semidefinite Programming-based Localization Algorithm in Networks with Heterogeneous Medium (2012) (1)
- Knowledge-Aided Data-Driven Radar Clutter Representation (2021) (1)
- Characteristic Neural Ordinary Differential Equations (2021) (1)
- On the Effects of Frequency Scaling Over Capacity Scaling in Underwater Networks—Part II: Dense Network Model (2013) (1)
- MIMO Systems and Space-Time Coding (2009) (0)
- Multi-Agent Adversarial Attacks for Multi-Channel Communications (2022) (0)
- An environmentally friendly approach to the relay-aided cellular network architecture (2014) (0)
- Fisher Task Distance and Its Applications in Transfer Learning and Neural Architecture Search Cat (2021) (0)
- Projected Latent Markov Chain Monte Carlo: Conditional Inference with Normalizing Flows (2020) (0)
- Data Driven Optimization with Unknown Time-Varying Objective Functions (2018) (0)
- Online Action Change Detection for Automatic Vision-based Ground Control of Aircraft (2022) (0)
- ACCELERATED AORTIC FLOW ASSESSMENT WITH COMPRESSED SENSING USING SPARSITY OF THE COMPLEX DIFFERENCE IMAGE AS AN ADDITIONAL CONSTRAINT (2011) (0)
- Regularized recursive least squares for anomaly detection in sparse channel tracking applications (2011) (0)
- Fundamental Limits of TOA/DOA and Inertial Measurement Unit-Based Wireless Capsule Endoscopy Hybrid Localization (2017) (0)
- Investigation of Input Signal Representation to CNN for Improving SNR Classification Accuracy (2021) (0)
- Maximum-likelihood detection of concatenated space / time kodes for cordless applications with sender-diversity (1998) (0)
- An example axial slice from a 3D radial whole heart MRI dataset at 20% sampling density, reconstructed with conventional CS reconstruction (left), and the proposed CS reconstruction (right), both with wavelet domain regularization. (2014) (0)
- Topological Methods for Design and Control of Adaptive Stochastic Complex Systems - to Meet the Challenges of Resilient Urban Infrastructure (2017) (0)
- Flowchart for the proposed reconstruction algorithm for non-Cartesian acquisitions. (2014) (0)
- Rate Assignment in Wireless Networks: Stability Analysis and Controller Design (2013) (0)
- Fundamental Limits of Cognitive Radio Networks Survey of Recent Results on Information Theoretic Limits (2007) (0)
- Towards Explainable Convolutional Features for Music Audio Modeling (2021) (0)
- Deep Learning based Joint SNR and Doppler Shift Detection using Multiuser Spectrogram (2020) (0)
- On the Effects of Frequency Scaling Over Capacity Scaling in Underwater Networks—Part I: Extended Network Model (2012) (0)
- Base camp quality of life standardization and improvement (2016) (0)
- A New Construction of Signature Waveforms for Multi-rate Multi-cell QS-CDMA Systems (2009) (0)
- Image clustering using fuzzy graph theory (1999) (0)
- Semi-definite programming for source localization in inhomogeneous media (2014) (0)
- Deep Pinsker and James-Stein Neural Networks for Brain-Computer Interfacing (2020) (0)
- An Interpretable Baseline for Time Series Classification Without Intensive Learning (2020) (0)
- Trellis Complexitv Versus the oding Gain of Lattices I1 (1996) (0)
- Stationary Geometric Graphical Model Selection (2018) (0)
- Interference in Air to Ground CDMA Cellular Systems (2008) (0)
- SEMI-EMPIRICAL OBJECTIVE FUNCTIONS FOR NEURAL MCMC PROPOSAL OPTIMIZATION (2021) (0)
- A constraint on existence of torsion free lie modules. (1992) (0)
- Pseudo-wigner matrices from dual BCH codes (2017) (0)
- Detection par probabilite maximale a faible complexite de codes d'espace concatenes pour applications sans fil (1998) (0)
- Towards well posed and robust image reconstruction in optical interferometry: redundant spacing calibration with generalized closure phases (2016) (0)
- A constraint on the existence of simple torsion free Lie modules (1995) (0)
- Neural Network Accelerated Process Design of Polycrystalline Microstructures (2023) (0)
- TAS Protocols of a PASD System with Limited Feedback Information (2009) (0)
- Complexity of Distributed Resource Allocation Optimization (2017) (0)
- Low peak to average power ratio Turbo Block QPSK coded OFDM (2011) (0)
- OPTIMAL ONLINE DATA-DRIVEN OPTIMIZATION WITH MULTIPLE TIME-VARYING NON-CONVEX OBJECTIVES (2020) (0)
- PASTA: Pessimistic Assortment Optimization (2023) (0)
- Deep Extreme Value Copulas for Estimation and Sampling (2021) (0)
- Neural Architecture Search From Task Similarity Measure (2021) (0)
- A Note on the Concentration of Spectral Measure of Wigner's Matrices (2017) (0)
- Information-theoretic limits of dense underwater networks Citation (2011) (0)
- ’ s repository of research publications and other research outputs Twin Towers and Amoy Gardens : mobilities , risks and choices Book Chapter (2006) (0)
- Trading-off transmission rate with transmit diversity in differential detection (2005) (0)
- Existence of Good Codes with Low Peak-to-Average Power Ratios for Multicarrier Communications (2002) (0)
- Distributed Lossy Image Compression with Recurrent Networks (2019) (0)
- The design of environmentally friendly networks using coordinated multi-point (comp) transmission (2014) (0)
- A Maximum Likelihood (ML) based OSTBC-OFDM System over Multipath Fading Channels (2016) (0)
- Optimum cognitive radio transmission scheme for reducing average interference power (2011) (0)
- Cross-subject Mapping of Neural Activity with Restricted Boltzmann Machines (2023) (0)
- Neural Architecture Search From Fréchet Task Distance (2021) (0)
- Asymptotically Pseudo-Free Matrices (2018) (0)
- Cross-layer distributed algorithm designs in wireless networks (2006) (0)
- Improved accelerated breath-hold radial cine image reconstruction by acquiring additional free-breathing data between breath-holds (2012) (0)
- Deep Clustering of Compressed Variational Embeddings (2019) (0)
- Minimax Concave Penalty Regularized Adaptive System Identification (2022) (0)
- Compressing Deep Networks Using Fisher Score of Feature Maps (2021) (0)
- Communication Complexity of Resource Allocation Optimization (2017) (0)
- Distortion-based achievability conditions for joint estimation of sparse signals and measurement parameters from undersampled acquisitions (2013) (0)
- Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions (2021) (0)
- Generative Archimedean Copulas: Supplementary Material (2021) (0)
- Data from: Benchmarking deep learning architectures for artificial electromagnetic material problems (2021) (0)
- Improved throughput scaling in wireless ad hoc networks with infrastructure (2008) (0)
- Fisher Task Distance and Its Applications in Neural Architecture Search and Transfer Learning (2022) (0)
- Towards Deep Learning-Guided Multiuser SNR and Doppler Shift Detection for Next-Generation Wireless Systems (2022) (0)
- Deep Site-Invariant Neural Decoding from Local Field Potentials (2022) (0)
- Decentralized Multi-Target Cross-Domain Recommendation for Multi-Organization Collaborations (2021) (0)
- The number of independent sets in hexagonal graphs (2015) (0)
- Space-time-code beneath with incremental redundancy (2003) (0)
- Personalized Federated Recommender Systems with Private and Partially Federated AutoEncoders (2022) (0)
- Comment on "Asymptotic Achievability of the Cram\'{e}r-Rao Bound for Noisy Compressive Sampling" (2015) (0)
- Fundamental Limits in Model Selection for Modern Data Analysis (2021) (0)
- Capacity of Hexagonal Checkerboard Codes (2015) (0)
- Fast-optimal decoding with reduced complexity for space-time codes in wireless uses (1998) (0)
- Robust interferometric imaging via prior-less phase recovery: redundant spacing calibration with generalized-closure phases (2017) (0)
- Perception-Distortion Trade-Off with Restricted Boltzmann Machines (2019) (0)
- Special issue on coding and signal processing for MIMO system (2003) (0)
- Trellis‐Coded Modulation (1999) (0)
- Invited - UWB Path Loss Characterization In Residential Environments (2003) (0)
- Deep Cross-Subject Mapping of Neural Activity (2020) (0)
- Domain Adaptation via Rebalanced Sub-domain Alignment (2023) (0)
- Subspace Perturbation Analysis for Data-Driven Radar Target Localization (2023) (0)
- Interference Analysis Between On-the-Move Users and GEO Satellites (2009) (0)
- Nonlinear sequential accepts and rejects for identification of top arms in stochastic bandits (2017) (0)
- On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections (2022) (0)
- A Methodology for Exploring Deep Convolutional Features in Relation to Hand-Crafted Features with an Application to Music Audio Modeling (2021) (0)
- GeoStat Representations of Time Series for Fast Classification. (2020) (0)
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