| 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 | 17 | 2019 |
| 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 | 16 | 2018 |
| 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 | 14 | 2016 |
| One-bit compressed sensing using generative models G Joseph, S Kafle, PK Varshney ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 12 | 2020 |
| 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 | 6 | 2021 |
| 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 | 4 | 2023 |
| Noisy one-bit compressed sensing with side-information S Kafle, T Wimalajeewa, PK Varshney IEEE Transactions on Signal Processing, 2022 | 4 | 2022 |
| 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 | 4 | 2021 |
| 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 | 4 | 2020 |
| 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 | 4 | 2019 |
| Bayesian sparse signal detection exploiting laplace prior S Kafle, T Wimalajeewa, PK Varshney 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 4 | 2018 |
| 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 | 3 | 2018 |
| 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 | 1 | 2023 |
| One-Bit Compressed Sensing in the Presence of Noise S Kafle Syracuse University, 2021 | | 2021 |
Pramod VarshneyDistinguished Professor of EECS, Syracuse UniversityVerified email at syr.edu
