5 citations
2 papers
stat.ML2023★ 1 cited
Online Heavy-tailed Change-point detection
Abishek Sankararaman, Balakrishnan, Narayanaswamy
We study algorithms for online change-point detection (OCPD), where samples that are potentially heavy-tailed, are presented one at a time and a change in the underlying mean must…
cs.LG2019★ 5 cited
Imitation-Regularized Offline Learning
Yifei Ma, Yu-Xiang Wang, Balakrishnan +1
We study the problem of offline learning in automated decision systems under the contextual bandits model. We are given logged historical data consisting of contexts, (randomized)…