257 citations · 1.4k across the 55 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ML2022★ 3 cited
Decentralized Competing Bandits in Non-Stationary Matching Markets
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran +2
Understanding complex dynamics of two-sided online matching markets, where the demand-side agents compete to match with the supply-side (arms), has recently received substantial in…
cs.LG2022
Instance-Dependent Regret Analysis of Kernelized Bandits
Shubhanshu Shekhar, Tara Javidi
We study the kernelized bandit problem, that involves designing an adaptive strategy for querying a noisy zeroth-order-oracle to efficiently learn about the optimizer of an unknown…