Abhishek Roy

According to our database, Abhishek Roy authored at least 14 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data.

Xuxing Chen, Abhishek Roy, Yifan Hu, Krishnakumar Balasubramanian

CoRR, 2024

2023

Online covariance estimation for stochastic gradient descent under Markovian sampling.

Abhishek Roy, Krishnakumar Balasubramanian

CoRR, 2023

Fairness Uncertainty Quantification: How certain are you that the model is fair?

Abhishek Roy, Prasant Mohapatra

CoRR, 2023

2022

Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity.

Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra

J. Mach. Learn. Res., 2022

Projection-free Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data.

Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi

CoRR, 2022

Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data.

Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

On Empirical Risk Minimization with Dependent and Heavy-Tailed Data.

Abhishek Roy, Krishnakumar Balasubramanian, Murat A. Erdogdu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Escaping Saddle-Points Faster under Interpolation-like Conditions.

Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra

CoRR, 2020

Escaping Saddle-Point Faster under Interpolation-like Conditions.

Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Suspicion-Free Adversarial Attacks on Clustering Algorithms.

Anshuman Chhabra, Abhishek Roy, Prasant Mohapatra

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization.

Abhishek Roy, Yifang Chen, Krishnakumar Balasubramanian, Prasant Mohapatra

CoRR, 2019

Multi-Point Bandit Algorithms for Nonstationary Online Nonconvex Optimization.

Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra

CoRR, 2019

A moving target defense against adversarial machine learning.

Abhishek Roy, Anshuman Chhabra, Charles A. Kamhoua, Prasant Mohapatra

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2018

Game Theoretic Characterization of Collusive Behavior Among Attackers.

Abhishek Roy, Charles A. Kamhoua, Prasant Mohapatra

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018