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Akshayaa Magesh
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Multi-user MABs with user dependent rewards for uncoordinated spectrum access
A Magesh, VV Veeravalli
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 969-972, 2019
232019
Decentralized heterogeneous multi-player multi-armed bandits with non-zero rewards on collisions
A Magesh, VV Veeravalli
IEEE Transactions on Information Theory 68 (4), 2622-2634, 2021
162021
Multi-player multi-armed bandits with non-zero rewards on collisions for uncoordinated spectrum access
A Magesh, VV Veeravalli
https://arxiv.org/abs/1910.09089, 2019
132019
Dynamic spectrum access using stochastic multi-user bandits
M Bande, A Magesh, VV Veeravalli
IEEE Wireless Communications Letters 10 (5), 953-956, 2021
102021
Autoequivariant network search via group decomposition
S Basu, A Magesh, H Yadav, LR Varshney
arXiv preprint arXiv:2104.04848, 2021
62021
Multiple testing framework for out-of-distribution detection
A Magesh, VV Veeravalli, A Roy, S Jha
arXiv preprint arXiv:2206.09522, 2022
42022
Robust hypothesis testing with moment constrained uncertainty sets
A Magesh, Z Sun, VV Veeravalli, S Zou
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Adaptive step-size methods for compressed sgd
AM Subramaniam, A Magesh, VV Veeravalli
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Adaptive Step-Size Methods for Compressed SGD with Memory Feedback
AM Subramaniam, A Magesh, VV Veeravalli
IEEE Transactions on Signal Processing, 2024
2024
Principled OOD Detection via Multiple Testing
A Magesh, VV Veeravalli, A Roy, S Jha
2023 IEEE International Symposium on Information Theory (ISIT), 1026-1031, 2023
2023
Principled Out-of-Distribution Detection via Multiple Testing
A Magesh, VV Veeravalli, A Roy, S Jha
Journal of Machine Learning Research 24 (378), 1-35, 2023
2023
Dynamic Spectrum Access using Stochastic Multi-User Bandits
M Bande, A Magesh, VV Veeravalli
arXiv preprint arXiv:2101.04388, 2021
2021
Decentralized multi-user multi-armed bandits with user dependent reward distributions
A Magesh
University of Illinois at Urbana-Champaign, 2020
2020
Thompson Sampling for Contextual Bandits with Linear Payoffs
A Magesh
2019
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Articles 1–14