Siddhartha Satpathi

According to our database, Siddhartha Satpathi authored at least 17 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Sample Complexity and Overparameterization Bounds for Temporal-Difference Learning With Neural Network Approximation.

Semih Cayci, Siddhartha Satpathi, Niao He, R. Srikant

IEEE Trans. Autom. Control., May, 2023

2021

Dynamical systems perspectives in machine learning

Siddhartha Satpathi

PhD thesis, 2021

Sample Complexity and Overparameterization Bounds for Projection-Free Neural TD Learning.

Semih Cayci, Siddhartha Satpathi, Niao He, R. Srikant

CoRR, 2021

The Dynamics of Gradient Descent for Overparametrized Neural Networks.

Siddhartha Satpathi, Rayadurgam Srikant

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020

A modified multiple OLS (m²OLS) algorithm for signal recovery in compressive sensing.

Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty

Signal Process., 2020

The Role of Regularization in Overparameterized Neural Networks.

Siddhartha Satpathi, Harsh Gupta, Shiyu Liang, R. Srikant

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Learning Latent Events From Network Message Logs.

Siddhartha Satpathi, Supratim Deb, R. Srikant, He Yan

IEEE/ACM Trans. Netw., 2019

2018

Learning Latent Events from Network Message Logs: A Decomposition Based Approach.

Siddhartha Satpathi, Supratim Deb, R. Srikant, He Yan

CoRR, 2018

A Low Complexity Orthogonal Least Squares Algorithm for Sparse Signal Recovery.

Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty

Proceedings of the 2018 International Conference on Signal Processing and Communications (SPCOM), 2018

2016

Optimal Offline and Competitive Online Strategies for Transmitter-Receiver Energy Harvesting.

Siddhartha Satpathi, Rushil Nagda, Rahul Vaze

IEEE Trans. Inf. Theory, 2016

Group-Sparse Model Selection: Hardness and Relaxations.

Luca Baldassarre, Nirav Bhan, Volkan Cevher, Anastasios Kyrillidis, Siddhartha Satpathi

IEEE Trans. Inf. Theory, 2016

2015

Sparse Signal Recovery Using gOMP Assisted mOLS.

Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty

CoRR, 2015

Sparse group covers and greedy tree approximations.

Siddhartha Satpathi, Luca Baldassarre, Volkan Cevher

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

On the number of iterations for convergence of CoSaMP and SP algorithm.

Siddhartha Satpathi, Harhsa Vardhana Reddy, Mrityunjoy Chakraborty

CoRR, 2014

Transmission strategies for an energy harvesting Transmitter-Receiver pair.

Siddhartha Satpathi, Rushil Nagda, Rahul Vaze

CoRR, 2014

2013

Improving the Bound on the RIP Constant in Generalized Orthogonal Matching Pursuit.

Siddhartha Satpathi, Rajib Lochan Das, Mrityunjoy Chakraborty

IEEE Signal Process. Lett., 2013

Improved Bounds on RIP for Generalized Orthogonal Matching Pursuit

Siddhartha Satpathi, Rajib Lochan Das, Mrityunjoy Chakraborty

CoRR, 2013