3 citations · 7 across the 11 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
math.ST2022
Catoni-style Confidence Sequences under Infinite Variance
Sujay Bhatt, Guanhua Fang, Ping Li +1
In this paper, we provide an extension of confidence sequences for settings where the variance of the data-generating distribution does not exist or is infinite. Confidence sequenc…
cs.LG2022★ 1 cited
Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path
Muhammad Aneeq uz Zaman, Alec Koppel, Sujay Bhatt +1
We consider online reinforcement learning in Mean-Field Games (MFGs). Unlike traditional approaches, we alleviate the need for a mean-field oracle by developing an algorithm that a…
stat.ME2022
Offline Change Detection under Contamination
Sujay Bhatt, Guanhua Fang, Ping Li
In this work, we propose a non-parametric and robust change detection algorithm to detect multiple change points in time series data under contamination. The contamination model is…