Siddhartha Satpathi

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 14

Top Topics

Orthogonal Matching Pursuit

Number Of Iterations Required

Compressive Sensing

Top Venues

IEEE Trans. Inf. Theory

IEEE Signal Process. Lett.

Publications

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) (2023)
Siddhartha Satpathi, Rayadurgam Srikant
The Dynamics of Gradient Descent for Overparametrized Neural Networks. L4DC (2021)
Siddhartha Satpathi, R. Srikant
The Dynamics of Gradient Descent for Overparametrized Neural Networks. CoRR (2021)
Semih Cayci, Siddhartha Satpathi, Niao He, R. Srikant
Sample Complexity and Overparameterization Bounds for Projection-Free Neural TD Learning. CoRR (2021)
Siddhartha Satpathi, Harsh Gupta, Shiyu Liang, R. Srikant
The Role of Regularization in Overparameterized Neural Networks. CDC (2020)
Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty
OLS) algorithm for signal recovery in compressive sensing. Signal Process. 168 (2020)
Siddhartha Satpathi, Supratim Deb, R. Srikant, He Yan
Learning Latent Events From Network Message Logs. IEEE/ACM Trans. Netw. 27 (4) (2019)
Siddhartha Satpathi, Supratim Deb, R. Srikant, He Yan
Learning Latent Events from Network Message Logs: A Decomposition Based Approach. CoRR (2018)
Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty
A Low Complexity Orthogonal Least Squares Algorithm for Sparse Signal Recovery. SPCOM (2018)
Luca Baldassarre, Nirav Bhan, Volkan Cevher, Anastasios Kyrillidis, Siddhartha Satpathi
Group-Sparse Model Selection: Hardness and Relaxations. IEEE Trans. Inf. Theory 62 (11) (2016)
Siddhartha Satpathi, Rushil Nagda, Rahul Vaze
Optimal Offline and Competitive Online Strategies for Transmitter-Receiver Energy Harvesting. IEEE Trans. Inf. Theory 62 (8) (2016)
Siddhartha Satpathi, Luca Baldassarre, Volkan Cevher
Sparse group covers and greedy tree approximations. ISIT (2015)
Samrat Mukhopadhyay, Siddhartha Satpathi, Mrityunjoy Chakraborty
Sparse Signal Recovery Using gOMP Assisted mOLS. CoRR (2015)
Rushil Nagda, Siddhartha Satpathi, Rahul Vaze
Optimal offline and competitive online strategies for transmitter-receiver energy harvesting. ICC (2015)
Siddhartha Satpathi, Harhsa Vardhana Reddy, Mrityunjoy Chakraborty
On the number of iterations for convergence of CoSaMP and SP algorithm. CoRR (2014)
Siddhartha Satpathi, Rushil Nagda, Rahul Vaze
Transmission strategies for an energy harvesting Transmitter-Receiver pair. CoRR (2014)
Rushil Nagda, Siddhartha Satpathi, Rahul Vaze
Optimal Offline and Competitive Online Strategies for Transmitter-Receiver Energy Harvesting. CoRR (2014)
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) (2013)
Siddhartha Satpathi, Rajib Lochan Das, Mrityunjoy Chakraborty
Improved Bounds on RIP for Generalized Orthogonal Matching Pursuit CoRR (2013)