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01/25/2023
Overcoming Prior Misspecification in Online Learning to Rank
The recent literature on online learning to rank (LTR) has established t...
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01/24/2022
IMO^3: Interactive Multi-Objective Off-Policy Optimization
Most real-world optimization problems have multiple objectives. A system...
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03/07/2021
CORe: Capitalizing On Rewards in Bandit Exploration
We propose a bandit algorithm that explores purely by randomizing its pa...
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11/21/2019
Separate and Attend in Personal Email Search
In personal email search, user queries often impose different requiremen...
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06/19/2019
Domain Adaptation for Enterprise Email Search
In the enterprise email search setting, the same search engine often pow...
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09/15/2018