Talks
KL-inf and Optimality in Multi-Armed Bandits
Sequential, Anytime-Valid Inference and Game-Theoretic Statistics, Oberwolfach, Germany, May 2024 (slides)
CRIMED: Bandits with Unbounded Stochastic Corruption
Robustness in Sequential Learning: Demystifying Heavy Tails
IEOR, Indian Institute of Technology, Bombay, India, Jan. 2024
CSE, Indian Institute of Technology, Bombay, India, Jan. 2024
CSE, Indian Institute of Technology, Madras, India, Jan. 2024
ECE, Indian Institute of Science, Bangalore, India, Jan. 2024 (slides)
Data Science, IISER, Pune, India, Jan. 2024
Heavy Tails, Unbounded Corruptions, and Multi-Armed Bandits
Stochastics Group, CWI, Amsterdam, July 2023 (slides)
Multi-Armed Bandits and Heavy-Tailed Distributions
INFORMS APS, Nancy, France, June 2023 (slides)
Google Research, Bangalore, India, August 2022
Machine Learning Group, CWI, Amsterdam, Netherlands, June 2022
Multi-Armed Bandits and Empirical Likelihood Ratio Confidence Intervals
IISA Conference, Colorado, USA, June 2023 (slides)
Rising-Star Talk at the TCS for All Spotlight Workshop, STOC, Orlando, USA, June 2023
SAVI & Game-Theoretic Statistics Workshop, Eindhoven, Netherlands, June 2022 (slides)
A Peek into Stochastic Multi-Armed Bandits with Heavy Tails
ACO Seminar, Georgia Institute of Technology, Atlanta, April 2022
SCOOL team seminar, INRIA, Lille, April 2022
Workshop on Stochastic Models, IIT Bombay, March 2022
Optimal best-arm identification methods for tail-risk measures
Regret Minimization in Risk-Averse Bandits
Indian Control Conference, 2021
Regret Minimization in Heavy-Tailed Bandits
WiML Workshop, NeurIPS 2021
STCS Annual Symposium, 2021, TIFR, Mumbai, India
Optimal delta-Correct Best-Arm Identification for Heavy-Tailed Distributions
ALT 2020, San Diego, USA, February 2020 (slides)
STCS Annual Symposium, TIFR, Mumbai, India, February 2020
Short talk and poster at Advances in Applied Probability, ICTS, India, August 2019