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Siddhartha Satpathi
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2020 – today
- 2023
- [j6]Semih Cayci, Siddhartha Satpathi, Niao He, R. Srikant:
Sample Complexity and Overparameterization Bounds for Temporal-Difference Learning With Neural Network Approximation. IEEE Trans. Autom. Control. 68(5): 2891-2905 (2023) - 2021
- [b1]Siddhartha Satpathi:
Dynamical systems perspectives in machine learning. University of Illinois Urbana-Champaign, USA, 2021 - [c5]Siddhartha Satpathi, Rayadurgam Srikant:
The Dynamics of Gradient Descent for Overparametrized Neural Networks. L4DC 2021: 373-384 - [i8]Semih Cayci, Siddhartha Satpathi, Niao He, R. Srikant:
Sample Complexity and Overparameterization Bounds for Projection-Free Neural TD Learning. CoRR abs/2103.01391 (2021) - [i7]Siddhartha Satpathi, R. Srikant:
The Dynamics of Gradient Descent for Overparametrized Neural Networks. CoRR abs/2105.06569 (2021) - 2020
- [j5]Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty:
A modified multiple OLS (m2OLS) algorithm for signal recovery in compressive sensing. Signal Process. 168 (2020) - [c4]Siddhartha Satpathi, Harsh Gupta, Shiyu Liang, R. Srikant:
The Role of Regularization in Overparameterized Neural Networks. CDC 2020: 4683-4688
2010 – 2019
- 2019
- [j4]Siddhartha Satpathi, Supratim Deb, R. Srikant, He Yan:
Learning Latent Events From Network Message Logs. IEEE/ACM Trans. Netw. 27(4): 1728-1741 (2019) - 2018
- [c3]Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty:
A Low Complexity Orthogonal Least Squares Algorithm for Sparse Signal Recovery. SPCOM 2018: 75-79 - [i6]Siddhartha Satpathi, Supratim Deb, R. Srikant, He Yan:
Learning Latent Events from Network Message Logs: A Decomposition Based Approach. CoRR abs/1804.03346 (2018) - 2016
- [j3]Siddhartha Satpathi, Rushil Nagda, Rahul Vaze:
Optimal Offline and Competitive Online Strategies for Transmitter-Receiver Energy Harvesting. IEEE Trans. Inf. Theory 62(8): 4674-4695 (2016) - [j2]Luca Baldassarre, Nirav Bhan, Volkan Cevher, Anastasios Kyrillidis, Siddhartha Satpathi:
Group-Sparse Model Selection: Hardness and Relaxations. IEEE Trans. Inf. Theory 62(11): 6508-6534 (2016) - 2015
- [c2]Rushil Nagda, Siddhartha Satpathi, Rahul Vaze:
Optimal offline and competitive online strategies for transmitter-receiver energy harvesting. ICC 2015: 74-79 - [c1]Siddhartha Satpathi, Luca Baldassarre, Volkan Cevher:
Sparse group covers and greedy tree approximations. ISIT 2015: 551-555 - [i5]Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty:
Sparse Signal Recovery Using gOMP Assisted mOLS. CoRR abs/1511.08575 (2015) - 2014
- [i4]Siddhartha Satpathi, Harhsa Vardhana Reddy, Mrityunjoy Chakraborty:
On the number of iterations for convergence of CoSaMP and SP algorithm. CoRR abs/1404.4927 (2014) - [i3]Rushil Nagda, Siddhartha Satpathi, Rahul Vaze:
Optimal Offline and Competitive Online Strategies for Transmitter-Receiver Energy Harvesting. CoRR abs/1410.1292 (2014) - [i2]Siddhartha Satpathi, Rushil Nagda, Rahul Vaze:
Transmission strategies for an energy harvesting Transmitter-Receiver pair. CoRR abs/1412.2651 (2014) - 2013
- [j1]Siddhartha Satpathi, Rajib Lochan Das, Mrityunjoy Chakraborty:
Improving the Bound on the RIP Constant in Generalized Orthogonal Matching Pursuit. IEEE Signal Process. Lett. 20(11): 1074-1077 (2013) - [i1]Siddhartha Satpathi, Rajib Lochan Das, Mrityunjoy Chakraborty:
Improved Bounds on RIP for Generalized Orthogonal Matching Pursuit. CoRR abs/1302.0490 (2013)
Coauthor Index
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