Search Results for author: Suprovat Ghoshal

Found 1 papers, 0 papers with code

Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits

no code implementations23 Feb 2022 Suprovat Ghoshal, Aadirupa Saha

We introduce the \emph{Correlated Preference Bandits} problem with random utility-based choice models (RUMs), where the goal is to identify the best item from a given pool of $n$ items through online subsetwise preference feedback.

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