Search Results for author: Narayanaswamy

Found 2 papers, 0 papers with code

Online Heavy-tailed Change-point detection

no code implementations15 Jun 2023 Abishek Sankararaman, Balakrishnan, Narayanaswamy

We derive guarantees on worst-case, finite-sample false-positive rate (FPR) over the family of all distributions with bounded second moment.

Change Point Detection

Imitation-Regularized Offline Learning

no code implementations15 Jan 2019 Yifei Ma, Yu-Xiang Wang, Balakrishnan, Narayanaswamy

To solve both problems, we show how one can use policy improvement (PIL) objectives, regularized by policy imitation (IML).

counterfactual Multi-Armed Bandits

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