Arun Sai Suggala

most citedNear Optimal Private and Robust Linear Regression

2 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2023

Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints

Soumyabrata Pal, Arun Sai Suggala, Karthikeyan Shanmugam +1

We consider the problem of \emph{blocked} collaborative bandits where there are multiple users, each with an associated multi-armed bandit problem. These users are grouped into \em…

cs.AI2023

Responsible AI (RAI) Games and Ensembles

Yash Gupta, Runtian Zhai, Arun Suggala +1

Several recent works have studied the societal effects of AI; these include issues such as fairness, robustness, and safety. In many of these objectives, a learner seeks to minimiz…

cs.LG2023★ 2 cited

Near Optimal Private and Robust Linear Regression

Xiyang Liu, Prateek Jain, Weihao Kong +2

We study the canonical statistical estimation problem of linear regression from $n$ i.i.d.~examples under $(ε, δ)$ -differential privacy when some response variables are ad…