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Swatantra Kafle
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Parallel Restarted SPIDER--Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity
P Sharma, S Kafle, P Khanduri, S Bulusu, K Rajawat, PK Varshney
arXiv preprint arXiv:1912.06036, 2019
172019
Joint sparsity pattern recovery with 1-b compressive sensing in distributed sensor networks
S Kafle, V Gupta, B Kailkhura, T Wimalajeewa, PK Varshney
IEEE Transactions on Signal and Information Processing over Networks 5 (1 …, 2018
162018
Decentralized joint sparsity pattern recovery using 1-bit compressive sensing
S Kafle, B Kailkhura, T Wimalajeewa, PK Varshney
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
142016
One-bit compressed sensing using generative models
G Joseph, S Kafle, PK Varshney
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
122020
One-bit compressed sensing using untrained network prior
S Kafle, G Joseph, PK Varshney
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
62021
Marconi-rosenblatt framework for intelligent networks (mr-inet gym): For rapid design and implementation of distributed multi-agent reinforcement learning solutions for …
C Farquhar, S Kafle, K Hamedani, A Jagannath, J Jagannath
Computer Networks 222, 109489, 2023
42023
Noisy one-bit compressed sensing with side-information
S Kafle, T Wimalajeewa, PK Varshney
IEEE Transactions on Signal Processing, 2022
42022
Byzantine resilient non-convex SCSG with distributed batch gradient computations
S Bulusu, P Khanduri, S Kafle, P Sharma, PK Varshney
IEEE Transactions on Signal and Information Processing over Networks 7, 754-766, 2021
42021
Distributed stochastic non-convex optimization: Momentum-based variance reduction
P Khanduri, P Sharma, S Kafle, S Bulusu, K Rajawat, PK Varshney
arXiv preprint arXiv:2005.00224, 2020
42020
Noisy 1-bit compressed sensing with heterogeneous side-information
S Kafle, T Wimalajeewa, PK Varshney
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
42019
Bayesian sparse signal detection exploiting laplace prior
S Kafle, T Wimalajeewa, PK Varshney
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
42018
Generalized approximate message passing for noisy 1-bit compressed sensing with side-information
S Kafle, T Wimalajeewa, PK Varshney
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1964-1968, 2018
32018
Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation
S Kafle, J Jagannath, Z Kane, N Biswas, PSV Kumar, A Jagannath
IEEE Communications Letters 27 (7), 1789-1793, 2023
12023
One-Bit Compressed Sensing in the Presence of Noise
S Kafle
Syracuse University, 2021
2021
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