Multi-User MABs with User Dependent Rewards for Uncoordinated Spectrum Access. - Akshayaa Magesh; Venugopal V. Veeravalli (ACSSC, 2019)

Multi-player Multi-Armed Bandits with non-zero rewards on collisions for uncoordinated spectrum access. - Akshayaa Magesh; Venugopal V. Veeravalli (CoRR, 2019)

Group Equivariant Neural Architecture Search via Group Decomposition and Reinforcement Learning. - Sourya Basu; Akshayaa Magesh; Harshit Yadav; Lav R. Varshney (CoRR, 2021)

Dynamic Spectrum Access Using Stochastic Multi-User Bandits. - Meghana Bande; Akshayaa Magesh; Venugopal V. Veeravalli (IEEE Wirel. Commun. Lett., 2021)

Multiple Testing Framework for Out-of-Distribution Detection. - Akshayaa Magesh; Venugopal V. Veeravalli; Anirban Roy; Susmit Jha (CoRR, 2022)

Decentralized Heterogeneous Multi-Player Multi-Armed Bandits With Non-Zero Rewards on Collisions. - Akshayaa Magesh; Venugopal V. Veeravalli (IEEE Trans. Inf. Theory, 2022)

Robust Hypothesis Testing With Moment Constrained Uncertainty Sets. - Akshayaa Magesh; Zhongchang Sun; Venugopal V. Veeravalli; Shaofeng Zou (ICASSP, 2023)

Adaptive Step-Size Methods for Compressed SGD. - Adarsh M. Subramaniam; Akshayaa Magesh; Venugopal V. Veeravalli (ICASSP, 2023)

Principled OOD Detection via Multiple Testing. - Akshayaa Magesh; Venugopal V. Veeravalli; Anirban Roy; Susmit Jha (ISIT, 2023)

Principled Out-of-Distribution Detection via Multiple Testing. - Akshayaa Magesh; Venugopal V. Veeravalli; Anirban Roy; Susmit Jha (J. Mach. Learn. Res., 2023)

Robust Multi-Hypothesis Testing with Moment-Constrained Uncertainty Sets. - Akshayaa Magesh; Zhongchang Sun; Venugopal V. Veeravalli; Shaofeng Zou (ISIT, 2024)

Adaptive Step-Size Methods for Compressed SGD With Memory Feedback. - Adarsh M. Subramaniam; Akshayaa Magesh; Venugopal V. Veeravalli (IEEE Trans. Signal Process., 2024)

Heterogeneous Multi-Player Multi-Armed Bandits Robust To Adversarial Attacks. - Akshayaa Magesh; Venugopal V. Veeravalli (CoRR, 2025)