Abhishek Roy

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Incremental Clustering

Moving Target Defense

Top Venues

J. Mach. Learn. Res.

Publications

Abhishek Roy, Prasant Mohapatra
Fairness Uncertainty Quantification: How certain are you that the model is fair? CoRR (2023)
Abhishek Roy, Krishnakumar Balasubramanian
Online covariance estimation for stochastic gradient descent under Markovian sampling. CoRR (2023)
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data. NeurIPS (2022)
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra
Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity. J. Mach. Learn. Res. 23 (2022)
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi
Projection-free Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data. CoRR (2022)
Abhishek Roy, Krishnakumar Balasubramanian, Murat A. Erdogdu
On Empirical Risk Minimization with Dependent and Heavy-Tailed Data. NeurIPS (2021)
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra
Escaping Saddle-Point Faster under Interpolation-like Conditions. NeurIPS (2020)
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra
Escaping Saddle-Points Faster under Interpolation-like Conditions. CoRR (2020)
Anshuman Chhabra, Abhishek Roy, Prasant Mohapatra
Suspicion-Free Adversarial Attacks on Clustering Algorithms. AAAI (2020)
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra
Multi-Point Bandit Algorithms for Nonstationary Online Nonconvex Optimization. CoRR (2019)
Abhishek Roy, Yifang Chen, Krishnakumar Balasubramanian, Prasant Mohapatra
Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization. CoRR (2019)
Abhishek Roy, Anshuman Chhabra, Charles A. Kamhoua, Prasant Mohapatra
A moving target defense against adversarial machine learning. SEC (2019)
Anshuman Chhabra, Abhishek Roy, Prasant Mohapatra
Suspicion-Free Adversarial Attacks on Clustering Algorithms. CoRR (2019)
Abhishek Roy, Charles A. Kamhoua, Prasant Mohapatra
Game Theoretic Characterization of Collusive Behavior Among Attackers. INFOCOM (2018)