Abhishek Roy - RankMe

16 papers A* 6Misc 1Journal 9

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data. NeurIPS Xuxing Chen, Abhishek Roy, Yifan Hu, Krishnakumar Balasubramanian
2024	J	`jnl`	Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data. CoRR Xuxing Chen, Abhishek Roy, Yifan Hu, Krishnakumar Balasubramanian
2023	J	`jnl`	Fairness Uncertainty Quantification: How certain are you that the model is fair? CoRR Abhishek Roy, Prasant Mohapatra
2023	J	`jnl`	Online covariance estimation for stochastic gradient descent under Markovian sampling. CoRR Abhishek Roy, Krishnakumar Balasubramanian
2022	A*	`conf`	Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data. NeurIPS Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi
2022	J	`jnl`	Projection-free Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data. CoRR Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi
2022	J	`jnl`	Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity. J. Mach. Learn. Res. Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra
2021	A*	`conf`	On Empirical Risk Minimization with Dependent and Heavy-Tailed Data. NeurIPS Abhishek Roy, Krishnakumar Balasubramanian, Murat A. Erdogdu
2020	A*	`conf`	Escaping Saddle-Point Faster under Interpolation-like Conditions. NeurIPS Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra
2020	J	`jnl`	Escaping Saddle-Points Faster under Interpolation-like Conditions. CoRR Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra
2020	A*	`conf`	Suspicion-Free Adversarial Attacks on Clustering Algorithms. AAAI Anshuman Chhabra, Abhishek Roy, Prasant Mohapatra
2019	Misc	`conf`	A moving target defense against adversarial machine learning. SEC Abhishek Roy, Anshuman Chhabra, Charles A. Kamhoua, Prasant Mohapatra
2019	J	`jnl`	Multi-Point Bandit Algorithms for Nonstationary Online Nonconvex Optimization. CoRR Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra
2019	J	`jnl`	Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization. CoRR Abhishek Roy, Yifang Chen, Krishnakumar Balasubramanian, Prasant Mohapatra
2019	J	`jnl`	Suspicion-Free Adversarial Attacks on Clustering Algorithms. CoRR Anshuman Chhabra, Abhishek Roy, Prasant Mohapatra
2018	A*	`conf`	Game Theoretic Characterization of Collusive Behavior Among Attackers. INFOCOM Abhishek Roy, Charles A. Kamhoua, Prasant Mohapatra