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07/19/2023
Impatient Bandits: Optimizing Recommendations for the Long-Term Without Delay
Recommender systems are a ubiquitous feature of online platforms. Increa...
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06/02/2023
Fast Interactive Search with a Scale-Free Comparison Oracle
A comparison-based search algorithm lets a user find a target item t in ...
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02/21/2023
Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding
Understanding and quantifying cause and effect is an important problem i...
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02/07/2023
Optimizing Audio Recommendations for the Long-Term: A Reinforcement Learning Perspective
We study the problem of optimizing a recommender system for outcomes tha...
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02/06/2023
A Strong Baseline for Batch Imitation Learning
Imitation of expert behaviour is a highly desirable and safe approach to...
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11/26/2019
A User Study of Perceived Carbon Footprint
We propose a statistical model to understand people's perception of thei...
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05/13/2019
Learning to Search Efficiently Using Comparisons
We consider the problem of searching in a set of items by using pairwise...
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03/18/2019
Linear-Time Inference for Pairwise Comparisons with Gaussian-Process Dynamics
We present a probabilistic model of pairwise-comparison outcomes that ca...
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01/12/2018
Can Who-Edits-What Predict Edit Survival?
The Internet has enabled the emergence of massive online collaborative p...
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10/20/2016
ChoiceRank: Identifying Preferences from Node Traffic in Networks
Understanding how users navigate in a network is of high interest in man...
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02/19/2015