3 citations · 3 across the 11 of their papers we have counts for
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Heterogeneous Multi-Player Multi-Armed Bandits Robust To Adversarial Attacks
Akshayaa Magesh, Venugopal V. Veeravalli
We consider a multi-player multi-armed bandit setting in the presence of adversaries that attempt to negatively affect the rewards received by the players in the system. The reward…
Adaptive Step-Size Methods for Compressed SGD
Adarsh M. Subramaniam, Akshayaa Magesh, Venugopal V. Veeravalli
Compressed Stochastic Gradient Descent (SGD) algorithms have been recently proposed to address the communication bottleneck in distributed and decentralized optimization problems,…
Multiple Testing Framework for Out-of-Distribution Detection
Akshayaa Magesh, Venugopal V. Veeravalli, Anirban Roy +1
We study the problem of Out-of-Distribution (OOD) detection, that is, detecting whether a learning algorithm's output can be trusted at inference time. While a number of tests for…