GD
Gautam Dasarathy
cs.LGstat.MLmath.STstat.THeess.SPcs.ITmath.ITcs.SYeess.SYmath.OC
On Valency
published · living versionsW_avpu5cy4·v1 · currentpublished
Adaptive search with path-constrained mobile sensors using multi-arm bandits
with Abraham P. Vinod, Parth K. Thaker, Stefano Di Cairano
1 version
Preprints & journals
47 papers in the corpus · 2011–2026The AI Side of the Human-AI Companion Relationship: Contributions to Users' Mental Models2610.12891v1 · Richard A. Fabes, Carol Lynn Martin, Gautam Dasarathy et al.2026 · 0 citationsarXiv
Online Adaptive Kernel Mixing for Gaussian Process Decision Making2609.19891v1 · Kavin Aravindan, Mani Tej Sriram, Gautam Dasarathy et al.2026 · 0 citationsarXiv
Mixing-Free and Signal-Optimal Learning of Gaussian Graphical Models from Glauber Dynamics2607.18559v2 · Vignesh Tirukkonda, Gautam Dasarathy2026 · 0 citationsarXiv
Stochastic Linear Bandits with Partially Observed Actions2607.08971v1 · Gautam Dasarathy, Vineet Gattani, Lalit Jain2026 · 0 citationsarXiv
Matched-Pair Experimental Design with Active Learning2509.10742v2 · Weizhi Li, Gautam Dasarathy, Visar Berisha2025 · 0 citationsarXiv
Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health2506.05701v3 · Pavel Dolin, Weizhi Li, Gautam Dasarathy et al.2025 · 2 citations39th Conference on Neural Information Processing Systems (NeurIPS 2025)
Unraveling overoptimism and publication bias in ML-driven science.40264959 · Saidi, Pouria, Dasarathy, Gautam, Berisha, Visar2026 · 23 citationsPatterns (New York, N.Y.). 2025;6(4):101185
Advanced Tutorial: Label-Efficient Two-Sample Tests2501.03568v1 · Weizhi Li, Visar Berisha, Gautam Dasarathy2025 · 0 citationsarXiv
Learning Networks from Wide-Sense Stationary Stochastic Processes.41180157 · Rayas, Anirudh, Cheng, Jiajun, Anguluri, Rajasekhar et al.2026 · 2 citationsIEEE transactions on signal and information processing over networks. 2025;11:655-669
Local and Mixing-Based Algorithms for Gaussian Graphical Model Selection from Glauber Dynamics2412.18594v3 · Vignesh Tirukkonda, Anirudh Rayas, Gautam Dasarathy2024 · 0 citationsarXiv
Communication-Efficient Federated Learning over Wireless Channels via Gradient Sketching2410.23424v1 · Vineet Sunil Gattani, Junshan Zhang, Gautam Dasarathy2024 · 0 citationsarXiv
On Characterizations of Potential and Ordinal Potential Games2405.06253v1 · Sina Arefizadeh, Angelia Nedich, Gautam Dasarathy2024 · 0 citationsarXiv
Nonparanormal Graph Quilting with Applications to Calcium Imaging2305.13491v1 · Andersen Chang, Lili Zheng, Gautam Dasarthy et al.2023 · 1 citationarXiv
Active Sequential Two-Sample Testing2301.12616v4 · Weizhi Li, Prad Kadambi, Pouria Saidi et al.2023 · 1 citationarXiv
Differential Analysis for Networks Obeying Conservation Laws2302.00002v1 · Anirudh Rayas, Rajasekhar Anguluri, Jiajun Cheng et al.2023 · 3 citationsarXiv
Robust Model Selection of Gaussian Graphical Models2211.05690v2 · Abrar Zahin, Rajasekhar Anguluri, Lalitha Sankar et al.2022 · 0 citationsarXiv
Transmission Line Parameter Estimation Under Non-Gaussian Measurement Noise2208.13105v1 · Antos Cheeramban Varghese, Anamitra Pal, Gautam Dasarathy2022 · 38 citationsarXiv
Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version)2206.10569v1 · Nafiseh Ghoroghchian, Rajasekhar Anguluri, Gautam Dasarathy et al.2022 · 0 citationsarXiv
Learning the Structure of Large Networked Systems Obeying Conservation Laws2206.07083v1 · Anirudh Rayas, Rajasekhar Anguluri, Gautam Dasarathy2022 · 4 citationsarXiv
A stochastic Farris transform for genetic data under the multispecies coalescent with applications to data requirements.35394192 · Dasarathy, Gautam, Mossel, Elchanan, Nowak, Robert et al.2022 · 5 citationsJournal of mathematical biology. 2022;84(5):36
A Machine Learning Framework for Event Identification via Modal Analysis of PMU Data2202.06836v3 · Nima T.Bazargani, Gautam Dasarathy, Lalitha Sankar et al.2022 · 26 citationsIEEE Transactions on Power Systems, 2022
State and Topology Estimation for Unobservable Distribution Systems using Deep Neural Networks.36277673 · Azimian, Behrouz, Biswas, Reetam Sen, Moshtagh, Shiva et al.2023 · 107 citationsIEEE transactions on instrumentation and measurement. 2022;71
A label-efficient two-sample test2111.08861v5 · Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy et al.2021 · 1 citationarXiv
Digital medicine and the curse of dimensionality.34711924 · Berisha, Visar, Krantsevich, Chelsea, Hahn, P Richard et al.2026 · 344 citationsNPJ digital medicine. 2021;4(1):153
Maximizing and Satisficing in Multi-armed Bandits with Graph Information2108.01152v2 · Parth K.Thaker, Mohit Malu, Nikhil Rao et al.2021 · 5 citationsarXiv
Grid Topology Identification With Hidden Nodes via Structured Norm Minimization.35754939 · Anguluri, Rajasekhar, Dasarathy, Gautam, Kosut, Oliver et al.2022 · 15 citationsIEEE control systems letters. 2022;6:1244-1249
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model.34258582 · Ghoroghchian, Nafiseh, Dasarathy, Gautam, Draper, Stark C2022 · 0 citationsProceedings of machine learning research. 2021;130:3619-3627
A Multisensory Approach to Present Phonemes as Language Through a Wearable Haptic Device.32746381 · Dunkelberger, Nathan, Sullivan, Jennifer L, Bradley, Joshua et al.2021 · 44 citationsIEEE transactions on haptics. 2021;14(1):188-199
Finding the Homology of Decision Boundaries with Active Learning2011.09645v1 · Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy et al.2020 · 13 citationsAdvances in Neural Information Processing Systems 33 (2020)
Differentiable Programming for Hyperspectral Unmixing using a Physics-based Dispersion Model2007.05996v1 · John Janiczek, Parth Thaker, Gautam Dasarathy et al.2020 · 3 citationsarXiv
On the alpha-loss Landscape in the Logistic Model2006.12406v1 · Tyler Sypherd, Mario Diaz, Lalitha Sankar et al.2020 · 0 citationsarXiv
Regularization via Structural Label Smoothing2001.01900v2 · Weizhi Li, Gautam Dasarathy, Visar Berisha2020 · 37 citationsarXiv
Graph quilting: graphical model selection from partially observed covariances1912.05573v2 · Giuseppe Vinci, Gautam Dasarathy, Genevera I. Allen2019 · 9 citationsarXiv
A Tunable Loss Function for Robust Classification: Calibration, Landscape, and Generalization1906.02314v6 · Tyler Sypherd, Mario Diaz, John Kevin Cava et al.2019 · 19 citationsarXiv
Thresholding Graph Bandits with GrAPL1905.09190v3 · Daniel LeJeune, Gautam Dasarathy, Richard G. Baraniuk2019 · 2 citationsarXiv
IdeoTrace: A Framework for Ideology Tracing with a Case Study on the 2016 U.S. Presidential Election1905.08831v2 · Indu Manickam, Andrew S. Lan, Gautam Dasarathy et al.2019 · 2 citationsarXiv
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches1806.04310v1 · Amirali Aghazadeh, Ryan Spring, Daniel LeJeune et al.2018 · 16 citationsarXiv
Coalescent-based species tree estimation: a stochastic Farris transform1707.04300v1 · Gautam Dasarathy, Elchanan Mossel, Robert Nowak et al.2017 · 3 citationsarXiv
DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks1707.03386v1 · Ali Mousavi, Gautam Dasarathy, Richard G. Baraniuk2017 · 85 citationsarXiv
Multi-fidelity Bayesian Optimisation with Continuous Approximations1703.06240v1 · Kirthevasan Kandasamy, Gautam Dasarathy, Jeff Schneider et al.2017 · 114 citationsarXiv
The Multi-fidelity Multi-armed Bandit1610.09726v1 · Kirthevasan Kandasamy, Gautam Dasarathy, Jeff Schneider et al.2016 · 13 citationsarXiv
Multi-fidelity Gaussian Process Bandit Optimisation1603.06288v4 · Kirthevasan Kandasamy, Gautam Dasarathy, Junier B. Oliva et al.2016 · 56 citationsarXiv
Active Learning Algorithms for Graphical Model Selection1602.00354v2 · Gautam Dasarathy, Aarti Singh, Maria-Florina Balcan et al.2016 · 17 citationsarXiv
S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification1506.08760v1 · Gautam Dasarathy, Robert Nowak, Xiaojin Zhu2015 · 20 citationsarXiv
Data Requirement for Phylogenetic Inference from Multiple Loci: A New Distance Method.26357228 · Dasarathy, Gautam, Nowak, Robert, Roch, Sebastien2016 · 43 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2015;12(2):422-32
Sketching Sparse Matrices1303.6544v1 · Gautam Dasarathy, Parikshit Shah, Badri Narayan Bhaskar et al.2013 · 21 citationsarXiv
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities1102.3887v1 · Brian Eriksson, Gautam Dasarathy, Aarti Singh et al.2011 · 37 citationsarXiv
Career total: 85 works. 47 are in this corpus.
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