Prati
Abhishek Roy
Abhishek Roy
Assistant Professor, Department of Statistics, Texas A&M University
Potvrđena adresa e-pošte na tamu.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
Suspicion-free adversarial attacks on clustering algorithms
A Roy, A Chhabra, P Mohapatra
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3625-3632, 2020
33*2020
A moving target defense against adversarial machine learning
A Roy, A Chhabra, CA Kamhoua, P Mohapatra
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 383-388, 2019
272019
Online and bandit algorithms for nonstationary stochastic saddle-point optimization
A Roy, Y Chen, K Balasubramanian, P Mohapatra
arXiv preprint arXiv:1912.01698, 2019
262019
Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity
A Roy, K Balasubramanian, S Ghadimi, P Mohapatra
Journal of Machine Learning Research 2022, 2022
24*2022
On Empirical Risk Minimization with Dependent and Heavy-Tailed Data
A Roy, K Balasubramanian, MA Erdogdu
35th Conference on Neural Information Processing Systems (NeurIPS 2021 …, 2021
212021
Stochastic Zeroth-order Discretizations of Langevin Diffusions for Bayesian Inference
A Roy, L Shen, K Balasubramanian, S Ghadimi
Bernoulli 2021 (to appear), 2019
17*2019
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
A Roy, K Balasubramanian, S Ghadimi
Advances in Neural Information Processing Systems, 2022, 2022
102022
Game Theoretic Characterization of Collusive Behavior among Attackers
A Roy, CA Kamhoua, P Mohapatra
IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 2078-2086, 2018
92018
Escaping saddle-point faster under interpolation-like conditions
A Roy, K Balasubramanian, S Ghadimi, P Mohapatra
Advances in Neural Information Processing Systems 33, 12414-12425, 2020
72020
Online covariance estimation for stochastic gradient descent under Markovian sampling
A Roy, K Balasubramanian
arXiv preprint arXiv:2308.01481, 2023
52023
Fairness Uncertainty Quantification: How certain are you that the model is fair?
A Roy, P Mohapatra
arXiv preprint arXiv:2304.13950, 2023
42023
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
A Roy, X Chen, Y Hu, K Balasubramanian
arXiv preprint arXiv:2405.19463, 2024
32024
Optimization on Pareto sets: On a theory of multi-objective optimization
A Roy, G So, YA Ma
arXiv preprint arXiv:2308.02145, 2023
32023
Online Covariance Estimation in Nonsmooth Stochastic Approximation
L Jiang, A Roy, K Balasubramanian, D Davis, D Drusvyatskiy, S Na
arXiv preprint arXiv:2502.05305, 2025
2025
A Central Limit Theorem for Stochastic Saddle Point Optimization
A Roy, YA Ma
arXiv preprint arXiv:2306.06305, 2023
2023
Correction to Lancet Glob Health 2019; 7: e1332–45
R Raman, JC Vasconcelos, R Rajalakshmi, M Loeb, A Roy, H Dokainish
2022
Factors associated with health-related quality of life in heart failure in 23,000 patients from 40 countries: results of the global congestive heart failure research program
I Johansson, K Balasubramanian, S Bangdiwala, L Mielniczuk, C Hage, ...
European Heart Journal 43 (Supplement_2), ehac544. 879, 2022
2022
Correction to Lancet Glob Health 2017; published online April 30, http://dx. doi. org/10.1016/S2214-109X (17) 30196-1.(2017) 5 (e665–e672)(S2214109X17301961)(10.1016/S2214-109X …
H Dokainish, K Teo, E Belley-Cote, K Balasubramanian, S Islam, ...
The Lancet Global Health 5 (7), e664-e664, 2017
2017
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