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Siddhartha Satpathi
Siddhartha Satpathi
Undergraduate Student, IIT Kharagpur
Adresse e-mail validée de iitkgp.ac.in
Titre
Citée par
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Année
Improving the bound on the RIP constant in generalized orthogonal matching pursuit
S Satpathi, RL Das, M Chakraborty
IEEE Signal Processing Letters 20 (11), 1074-1077, 2013
392013
Group-sparse model selection: Hardness and relaxations
L Baldassarre, N Bhan, V Cevher, A Kyrillidis, S Satpathi
IEEE Transactions on Information Theory 62 (11), 6508-6534, 2016
382016
Optimal offline and competitive online strategies for transmitter-receiver energy harvesting
R Nagda, S Satpathi, R Vaze
2015 IEEE International Conference on Communications (ICC), 74-79, 2015
302015
On the number of iterations for convergence of CoSaMP and Subspace Pursuit algorithms
S Satpathi, M Chakraborty
Applied and Computational Harmonic Analysis 43 (3), 568-576, 2017
202017
Learning latent events from network message logs
S Satpathi, S Deb, R Srikant, H Yan
IEEE/ACM Transactions on Networking 27 (4), 1728-1741, 2019
182019
Optimal offline and competitive online strategies for transmitter–receiver energy harvesting
S Satpathi, R Nagda, R Vaze
IEEE Transactions on Information Theory 62 (8), 4674-4695, 2016
142016
The dynamics of gradient descent for overparametrized neural networks
S Satpathi, R Srikant
Learning for Dynamics and Control, 373-384, 2021
102021
The Role of Regularization in Overparameterized Neural Networks*
S Satpathi, H Gupta, S Liang, R Srikant
2020 59th IEEE Conference on Decision and Control (CDC), 4683-4688, 2020
82020
Sample complexity and overparameterization bounds for projection-free neural TD learning
S Cayci, S Satpathi, N He, R Srikant
arXiv preprint arXiv:2103.01391, 172, 2021
62021
Sample complexity and overparameterization bounds for temporal difference learning with neural network approximation
S Cayci, S Satpathi, N He, R Srikant
IEEE Transactions on Automatic Control, 2023
52023
A modified multiple OLS (m2OLS) algorithm for signal recovery in compressive sensing
S Mukhopadhyay, S Satpathi, M Chakraborty
Signal Processing 168, 107337, 2020
22020
Sparse group covers and greedy tree approximations
S Satpathi, L Baldassarre, V Cevher
2015 IEEE International Symposium on Information Theory (ISIT), 551-555, 2015
22015
A low complexity orthogonal least squares algorithm for sparse signal recovery
S Mukhopadhyay, S Satpathi, M Chakraborty
2018 International Conference on Signal Processing and Communications (SPCOM …, 2018
12018
Perfect clustering from pairwise comparisons
S Satpathi
University of Illinois at Urbana-Champaign, 2017
12017
Dynamical systems perspectives in machine learning
S Satpathi
University of Illinois at Urbana-Champaign, 2021
2021
Sparse Signal Recovery Using gOMP Assisted mOLS
S Mukhopadhyay, S Satpathi, M Chakraborty
arXiv preprint arXiv:1511.08575, 2015
2015
Transmission strategies for an energy harvesting Transmitter-Receiver pair
S Satpathi, R Nagda, R Vaze
arXiv preprint arXiv:1412.2651, 2014
2014
Improved Bounds on RIP for Generalized Orthogonal Matching Pursuit
S Satpathi, RL Das, M Chakraborty
arXiv preprint arXiv:1302.0490, 2013
2013
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