Suresh Venkatasubramanian
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Indian-American computer scientist
Suresh Venkatasubramanian's AcademicInfluence.com Rankings
Suresh Venkatasubramaniancomputer-science Degrees
Computer Science
#1917
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#1991
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Data Science
#70
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#72
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Machine Learning
#4741
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#4795
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Computer Science
Suresh Venkatasubramanian's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
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Why Is Suresh Venkatasubramanian Influential?
(Suggest an Edit or Addition)According to Wikipedia, Suresh Venkatasubramanian is an Indian computer scientist and professor at Brown University. In 2021, Prof. Venkatasubramanian was appointed to the White House Office of Science and Technology Policy, advising on matters relating to fairness and bias in tech systems. He was formerly a professor at the University of Utah. He is known for his contributions in computational geometry and differential privacy, and his work has been covered by news outlets such as Science Friday, NBC News, and Gizmodo. He also runs the Geomblog, which has received coverage from the New York Times, Hacker News, KDnuggets and other media outlets. He has served as associate editor of the International Journal of Computational Geometry and Applications and as the academic editor of PeerJ Computer Science, and on program committees for the IEEE International Conference on Data Mining, the SIAM Conference on Data Mining, NIPS, SIGKDD, SODA, and STACS.
Suresh Venkatasubramanian'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
- t-Closeness: Privacy Beyond k-Anonymity and l-Diversity (2007) (3293)
- Certifying and Removing Disparate Impact (2014) (1399)
- Fairness and Abstraction in Sociotechnical Systems (2019) (545)
- A comparative study of fairness-enhancing interventions in machine learning (2018) (445)
- The (Im)possibility of fairness (2016) (339)
- Auditing black-box models for indirect influence (2016) (252)
- Runaway Feedback Loops in Predictive Policing (2017) (252)
- Proximity Search in Databases (1998) (241)
- The Connectivity Server: Fast Access to Linkage Information on the Web (1998) (229)
- An Information-Theoretic Approach to Detecting Changes in Multi-Dimensional Data Streams (2006) (213)
- The geometric median on Riemannian manifolds with application to robust atlas estimation (2009) (209)
- Problems with Shapley-value-based explanations as feature importance measures (2020) (191)
- Multiple Target Tracking with RF Sensor Networks (2013) (176)
- Curve Matching, Time Warping, and Light Fields: New Algorithms for Computing Similarity between Curves (2007) (175)
- On minimizing budget and time in influence propagation over social networks (2012) (146)
- Online Learning of Multiple Tasks and Their Relationships (2011) (132)
- Radio tomographic imaging and tracking of stationary and moving people via kernel distance (2013) (132)
- Streaming and sublinear approximation of entropy and information distances (2005) (128)
- On external memory graph traversal (2000) (123)
- Domain Adaptation meets Active Learning (2010) (121)
- Global registration of multiple 3D point sets via optimization-on-a-manifold (2005) (113)
- Robust statistics on Riemannian manifolds via the geometric median (2008) (95)
- Metric Functional Dependencies (2009) (92)
- Efficient Indexing for Broadcast Based Wireless Systems (1996) (92)
- Spatial scan statistics: approximations and performance study (2006) (91)
- Compressing Large Boolean Matrices using Reordering Techniques (2004) (87)
- Active Supervised Domain Adaptation (2011) (80)
- The philosophical basis of algorithmic recourse (2020) (79)
- A Gentle Introduction to the Kernel Distance (2011) (73)
- Geometric matching under noise: combinatorial bounds and algorithms (1999) (72)
- Comparing distributions and shapes using the kernel distance (2010) (69)
- The Johnson-Lindenstrauss Transform: An Empirical Study (2011) (65)
- Streaming Geometric Optimization Using Graphics Hardware (2003) (63)
- Closeness: A New Privacy Measure for Data Publishing (2010) (63)
- RAPID: randomized pharmacophore identification for drug design (1997) (62)
- Approximate congruence in nearly linear time (2000) (60)
- 2018 IEEE International Conference on Data Mining (ICDM) (2018) (59)
- Rectangular layouts and contact graphs (2006) (58)
- The hunting of the bump: on maximizing statistical discrepancy (2005) (58)
- DC Power Flow Based Contingency Analysis Using Graphics Processing Units (2007) (57)
- The Graphics Card as a Stream Computer (2003) (56)
- Streaming for large scale NLP: Language Modeling (2009) (54)
- Hiring by Algorithm: Predicting and Preventing Disparate Impact (2016) (52)
- Fair Clustering via Equitable Group Representations (2020) (51)
- Restricted strip covering and the sensor cover problem (2006) (51)
- The Graphics Card as a Streaming Computer (2003) (51)
- Streamed Learning: One-Pass SVMs (2009) (45)
- It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks (2021) (45)
- Dynamic simplification and visualization of large maps (2006) (44)
- Efficient Protocols for Distributed Classification and Optimization (2012) (43)
- Energy-Efficient Indexing For Information Dissemination In Wireless Systems (1995) (42)
- Geometric Manipulation of Flexible Ligands (1996) (39)
- Application of the two-sided depth test to CSG rendering (2003) (39)
- Hardware-Assisted Natural Neighbor Interpolation (2005) (38)
- Hardware-assisted computation of depth contours (2002) (38)
- Gaps in Information Access in Social Networks? (2019) (36)
- A QoS-based robust multipath routing protocol for mobile ad hoc networks (2009) (36)
- Validating Multi-column Schema Matchings by Type (2008) (34)
- Change (Detection) You Can Believe in: Finding Distributional Shifts in Data Streams (2009) (33)
- Hardware-assisted view-dependent map simplification (2001) (33)
- Universal multi-dimensional scaling (2010) (32)
- Protocols for Learning Classifiers on Distributed Data (2012) (31)
- Fairness in representation: quantifying stereotyping as a representational harm (2019) (31)
- Combinatorial and Experimental Methods for Approximate Point Pattern Matching (2003) (30)
- Equalizing Recourse across Groups (2019) (30)
- Evaluating graph coloring on GPUs (2011) (30)
- Verifiable Stream Computation and Arthur-Merlin Communication (2015) (30)
- Storage management for evolving databases (1997) (29)
- On the decidability of accessibility problems (extended abstract) (2000) (28)
- Optimisation-on-a-manifold for global registration of multiple 3D point sets (2008) (27)
- vLOD: high-fidelity walkthrough of large virtual environments (2005) (26)
- Auditing Black-box Models by Obscuring Features (2016) (24)
- Disentangling Influence: Using Disentangled Representations to Audit Model Predictions (2019) (23)
- Connectionist Model (2009) (22)
- Sketch Techniques for Scaling Distributional Similarity to the Web (2010) (22)
- Geometric shape matching and drug design (1999) (22)
- Sketching Techniques for Large Scale NLP (2010) (22)
- Algorithmic Fairness: Measures, Methods and Representations (2019) (22)
- Sublinear estimation of entropy and information distances (2009) (21)
- Why does Deep Learning work? - A perspective from Group Theory (2014) (20)
- Geometric pattern matching: a performance study (1999) (20)
- Fair Pipelines (2017) (19)
- Correlation Clustering (2009) (17)
- A Directed Isoperimetric Inequality with application to Bregman Near Neighbor Lower Bounds (2014) (17)
- Approximate bregman near neighbors in sublinear time: beyond the triangle inequality (2011) (16)
- Pattern Matching for Sets of Segments (2000) (16)
- Measures of Anonymity (2008) (15)
- Spatially-Aware Comparison and Consensus for Clusterings (2011) (15)
- Information theory for data management (2009) (15)
- Shapley Residuals: Quantifying the limits of the Shapley value for explanations (2021) (14)
- Conditional Routing (2009) (14)
- Rapid Identification of Column Heterogeneity (2006) (14)
- Column Heterogeneity as a Measure of Data Quality (2006) (13)
- Type-based categorization of relational attributes (2009) (12)
- On stationarity in Internet measurements through an information-theoretic lens (2005) (12)
- Generating a Diverse Set of High-Quality Clusterings (2011) (12)
- Streaming Verification in Data Analysis (2015) (12)
- Horoball Hulls and Extents in Positive Definite Space (2011) (11)
- A Unified View of Localized Kernel Learning (2016) (10)
- Rethinking Abstractions for Big Data: Why, Where, How, and What (2013) (10)
- Integrated authentication and security check with CDMA modulation technique in physical layer of Wireless Body Area Network (2012) (9)
- Sketching, Embedding, and Dimensionality Reduction for Information Spaces (2015) (9)
- Sensor Network Localization for Moving Sensors (2012) (9)
- On Interactivity in Arthur-Merlin Communication and Stream Computation (2013) (8)
- Multi-path QoS Routing Protocol for Load Balancing in MANET (2013) (8)
- Active Online Multitask Learning (2010) (7)
- Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces (2016) (7)
- The Complexity of Explaining Neural Networks Through (group) Invariants (2017) (7)
- Iris feature extraction and recognition using Wavelet Packet Analysis (2010) (7)
- Decision making with limited feedback (2018) (7)
- A Unified Algorithmic Framework for Multi-Dimensional Scaling (2010) (7)
- Continuous Kernel Learning (2016) (7)
- Information theory for data management (2010) (7)
- You're crossing the line: Localizing border crossings using wireless RF links (2015) (7)
- The Power of a Two-sided Depth Test and its Application to CSG Rendering and Depth Extraction (2003) (6)
- A Geometric Algorithm for Scalable Multiple Kernel Learning (2012) (6)
- Streaming Verification of Graph Properties (2016) (5)
- A study on next generations heterogeneous sensor networks (2009) (5)
- Statistical data depth and the graphics hardware (2003) (5)
- Content-based Retrieval (2009) (5)
- Clustering on Streams (2009) (5)
- Fairness in Networks: Social Capital, Information Access, and Interventions (2021) (5)
- Computational geometry column 55: new developments in nonnegative matrix factorization (2013) (5)
- Matching Shapes Using the Current Distance (2010) (4)
- WHY DOES UNSUPERVISED DEEP LEARNING WORK? - A PERSPECTIVE FROM GROUP THEORY (2015) (4)
- Conceptual Data Model (2009) (4)
- Computing Hulls And Centerpoints In Positive Definite Space (2009) (4)
- Models for understanding and quantifying feedback in societal systems (2022) (4)
- Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability (2021) (4)
- Interdisciplinary Approaches to Understanding Artificial Intelligence's Impact on Society (2020) (3)
- Power to the Points: Validating Data Memberships in Clusterings (2013) (3)
- Monday, 27 August 2012 (2012) (3)
- Ambulatory Monitoring of Maternal and Fetal using Deep Convolution Generative Adversarial Network for Smart Health Care IoT System (2022) (3)
- Clustering via Information Access in a Network (2020) (3)
- RF-based Device-Free Localization and Tracking for Ambient Assisted Living (2012) (3)
- Moving heaven and earth: distances between distributions (2013) (3)
- A Flow Monitoring based Distributed Defense Technique for Reduction of Quality Attacks in MANET (2011) (3)
- Hardware-Assisted View-Dependent Planar Map Simplification (2001) (3)
- Full Coverage with 3GPP technologies On the feasibility of providing full rural cellular coverage (2020) (3)
- New developments in nonnegative matrix factorization (2013) (3)
- Sublinear Algorithms for MAXCUT and Correlation Clustering (2018) (3)
- A Cross-Layer Based Multipath Routing Protocol To Improve QoS In Mobile Adhoc Networks (2010) (2)
- Cake Cutting ∗ (2011) (2)
- A CROSS LAYER SUPPORTED NON-RESERVATION BASED APPROACH FOR QOS PROVISIONING IN MOBILE AD HOC NETWORKS (2017) (2)
- Incremental Multi-Dimensional Scaling (2010) (2)
- Approaches for Weaving Responsible Computing into Data Structures and Algorithms Courses (2022) (2)
- ] 19 S ep 2 00 0 Pattern Matching for Sets of Segments ∗ (2001) (2)
- Computer Human Interaction (CHI) (2009) (2)
- A Research Ecosystem for Secure Computing (2021) (1)
- Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015 (2015) (1)
- Dimensionality Reduction on the Simplex (2011) (1)
- Track estimation using link line crossing information in wireless networks (2013) (1)
- Effect of prolonged pre-incubation storage on the hatchability and malpositions in chicken eggs. (1980) (1)
- Reducing Access Disparities in Networks using Edge Augmentation (2022) (1)
- Cache Performance (2009) (1)
- An Adaptive Rate Control based QoS Provisioning in Mobile Ad hoc Networks (2011) (1)
- Optimized Gaming based Multipath Routing Protocol with QoS Support for High-Speed MANET (2021) (1)
- Protocols for Distributed Classication and Optimization (2012) (1)
- Single Pass SVM using Minimum Enclosing Ball of Streaming Data (2008) (1)
- 2018 Proceedings of the Twentieth Workshop on Algorithm Engineering and Experiments (ALENEX) (2018) (0)
- On stationarity in Internet measurements (2005) (0)
- Galloping Limit Cycle Amplitude and Frequency Estimation (1998) (0)
- Getting Dressed in Tech The latest in Wearable (2013) (0)
- Galloping of Lightly Iced Conductors: An Explanation (1998) (0)
- Computational Philosophy: On Fairness in Automated Decision Making (2017) (0)
- Proceeding of the Annual ACM-SIAM Symposium on Discrete Algorithms: Preface (2005) (0)
- New developments in the theory of clustering (2010) (0)
- 3rd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings, MultiClust '12, in conjunction with SDM 2012, Anaheim, CA, USA, April 28, 2012, Anaheim, CA, USA, April 28, 2012 (2012) (0)
- An Analysis of Factors Directing the Admission Process of Artificial Intelligence Technologies (1995) (0)
- Message from the PC Chairs (2015) (0)
- Clustering With Center Constraints (2013) (0)
- Evolving Methods for Evaluating and Disseminating Computing Research (2020) (0)
- A Group Theoretic Perspective on Unsupervised Deep Learning (2015) (0)
- Lecture 2: Convex Hulls II (2007) (0)
- Current Time (2009) (0)
- A theory repository on the Web: a proposal (1999) (0)
- 9.1 Windowing Queries 9.2 Interval Trees (2007) (0)
- The Influence of Axial-Torsional Coupling on the Natural Frequencies of an Aerial Cable (1993) (0)
- G R ] 7 O ct 2 00 3 The Graphics Card as a Stream Computer (2008) (0)
- Classification Tree (2009) (0)
- Algorithms for Weighted Graph Problems on The Modified Cellular Graph Automaton (1989) (0)
- Conceptual Modeling (1999) (0)
- Chapter 1 MEASURES OF ANONYMITY (2007) (0)
- Cross-media Information Retrieval (2009) (0)
- Endorsed By: Acl Siglex Acl Sigsem a Regression Model of Adjective-noun Compositionality in Distributional Semantics Semantic Composition with Quotient Algebras Expectation Vectors: a Semiotics Inspired Approach to Geometric Lexical-semantic Representation Sketch Techniques for Scaling Distributiona (0)
- Search techniques for rational drug design (1997) (0)
- Computational Ontology (2009) (0)
- Directed graphs and rectangular layouts (2007) (0)
- Questions answered. in theory.: http://cstheory.stackexchange.com/ (2010) (0)
- sODA cOMMIttees Program committee chair (2012) (0)
- Clinical Data Management Systems (2009) (0)
- Biometrics of the Farm Bred Stavropol (1981) (0)
- Preliminary studies on duration of acceptance of Merino ram by the Merino, Merino X Nilgiri and Nilgiri ewes. (1980) (0)
- D S ] 2 0 Fe b 20 18 Sublinear Algorithms for MAXCUT and Correlation Clustering ∗ (2018) (0)
- Approximate shape matching and symmetry detection for 3D shapes with guaranteed error bounds (2009) (0)
- Fast Multiple Kernel Learning With Multiplicative Weight Updates (2012) (0)
- Conflict Serializability (2009) (0)
- Cross-lingual Text Mining (2009) (0)
- Milk recording in Merino and Merino cross ewes. (1980) (0)
- Establishing a Process for the Validation of an Electronic Control Unit Using Six Sigma Methodology (2007) (0)
- Geometric Manipulation of F Lexible Ligands ? (1996) (0)
- The many stages of writing a paper, and how to close the deal (2013) (0)
- EFFICIENCY ANALYSIS OF PROPAGATION TECHNIQUES ON AN INTRUSION DETECTION SYSTEM INVOLVING MULTI-CLASS DATAUSING ARTIFICIAL NEURAL NETWORKS (2016) (0)
- Some Models and Measures for Learning on a Budget (2012) (0)
- Discrete mathematical problems with medical applications DIMACS volume 55 (2002) (0)
- Measuring and mitigating voting access disparities: a study of race and polling locations in Florida and North Carolina (2022) (0)
- Sign Language Translation (2020) (0)
- 2 01 1 A Gentle ∗ Introduction to the Kernel Distance (2011) (0)
- of Flexible Ligands (1996) (0)
- Cooperative Content Distribution (2009) (0)
- Proceedings of the Twentieth Workshop on Algorithm Engineering and Experiments, ALENEX 2018, New Orleans, LA, USA, January 7-8, 2018 (2018) (0)
- Co-regularization Based Analysis of Feature Sharing Algorithms (2010) (0)
- Time-and-Energy Efficient Wireless Broadcasting (1996) (0)
- Computer-based Provider Order Entry (2009) (0)
- Implementing double blind reviews in SoCG (2021) (0)
- On minimizing budget and time in influence propagation over social networks (2012) (0)
- Robust Shape Clustering : Computing 1-medians on Riemannian Manifolds (2008) (0)
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Suresh Venkatasubramanian is affiliated with the following schools:
