Swatantra Kafle

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Conjugate Priors

Power Allocation

Reinforcement Learning

Variance Reduction

Top Venues

IEEE Trans. Signal Inf. Process. over Networks

Publications

Collin Farquhar, Swatantra Kafle, Kian Hamedani, Anu Jagannath, Jithin Jagannath
Marconi-Rosenblatt Framework for Intelligent Networks (MR-iNet Gym): For Rapid Design and Implementation of Distributed Multi-agent Reinforcement Learning Solutions for Wireless Networks. Comput. Networks 222 (2023)
Swatantra Kafle, Jithin Jagannath, Zackary Kane, Noor Biswas, Prem Sagar Pattanshetty Vasanth Kumar, Anu Jagannath
Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation. CoRR (2023)
Swatantra Kafle, Jithin Jagannath, Zackary Kane, Noor Biswas, Prem Sagar Pattanshetty Vasanth Kumar, Anu Jagannath
Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation. IEEE Commun. Lett. 27 (7) (2023)
Saikiran Bulusu, Prashant Khanduri, Swatantra Kafle, Pranay Sharma, Pramod K. Varshney
Byzantine Resilient Non-Convex SCSG With Distributed Batch Gradient Computations. IEEE Trans. Signal Inf. Process. over Networks 7 (2021)
Swatantra Kafle, Geethu Joseph, Pramod K. Varshney
One-Bit Compressed Sensing Using Untrained Network Prior. ICASSP (2021)
Prashant Khanduri, Pranay Sharma, Swatantra Kafle, Saikiran Bulusu, Ketan Rajawat, Pramod K. Varshney
Distributed Stochastic Non-Convex Optimization: Momentum-Based Variance Reduction. CoRR (2020)
Geethu Joseph, Swatantra Kafle, Pramod K. Varshney
One-Bit Compressed Sensing Using Generative Models. ICASSP (2020)
Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney
Noisy 1-Bit Compressed Sensing with Heterogeneous Side-information. ICASSP (2019)
Swatantra Kafle, Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney
Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 5 (1) (2019)
Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney
Generalized Approximate Message Passing For Noisy 1-Bit Compressed Sensing With Side-Information. ACSSC (2018)
Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney
Bayesian Sparse Signal Detection Exploiting Laplace Prior. ICASSP (2018)
Swatantra Kafle, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney
Decentralized joint sparsity pattern recovery using 1-bit compressive sensing. GlobalSIP (2016)