Game Theoretic Characterization of Collusive Behavior Among Attackers. - Abhishek Roy 005; Charles A. Kamhoua; Prasant Mohapatra (INFOCOM, 2018)

A moving target defense against adversarial machine learning. - Abhishek Roy 005; Anshuman Chhabra; Charles A. Kamhoua; Prasant Mohapatra (SEC, 2019)

Multi-Point Bandit Algorithms for Nonstationary Online Nonconvex Optimization. - Abhishek Roy 005; Krishnakumar Balasubramanian 002; Saeed Ghadimi; Prasant Mohapatra (CoRR, 2019)

Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization. - Abhishek Roy 005; Yifang Chen; Krishnakumar Balasubramanian 002; Prasant Mohapatra (CoRR, 2019)

Suspicion-Free Adversarial Attacks on Clustering Algorithms. - Anshuman Chhabra; Abhishek Roy 005; Prasant Mohapatra (AAAI, 2020)

Escaping Saddle-Point Faster under Interpolation-like Conditions. - Abhishek Roy 005; Krishnakumar Balasubramanian 002; Saeed Ghadimi; Prasant Mohapatra (NeurIPS, 2020)

Escaping Saddle-Points Faster under Interpolation-like Conditions. - Abhishek Roy 005; Krishnakumar Balasubramanian 002; Saeed Ghadimi; Prasant Mohapatra (CoRR, 2020)

On Empirical Risk Minimization with Dependent and Heavy-Tailed Data. - Abhishek Roy 005; Krishnakumar Balasubramanian 002; Murat A. Erdogdu (NeurIPS, 2021)

Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data. - Abhishek Roy 005; Krishnakumar Balasubramanian 002; Saeed Ghadimi (NeurIPS, 2022)

Projection-free Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data. - Abhishek Roy 005; Krishnakumar Balasubramanian 002; Saeed Ghadimi (CoRR, 2022)

Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity. - Abhishek Roy 005; Krishnakumar Balasubramanian 002; Saeed Ghadimi; Prasant Mohapatra (J. Mach. Learn. Res., 2022)

Fairness Uncertainty Quantification: How certain are you that the model is fair? - Abhishek Roy 005; Prasant Mohapatra (CoRR, 2023)

Online covariance estimation for stochastic gradient descent under Markovian sampling. - Abhishek Roy 005; Krishnakumar Balasubramanian 002 (CoRR, 2023)

Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data. - Xuxing Chen; Abhishek Roy 005; Yifan Hu; Krishnakumar Balasubramanian 002 (NeurIPS, 2024)