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11/11/2022
The Implicit Delta Method
Epistemic uncertainty quantification is a crucial part of drawing credib...
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10/06/2021
Residual Overfit Method of Exploration
Exploration is a crucial aspect of bandit and reinforcement learning alg...
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07/25/2020
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions
Users of music streaming, video streaming, news recommendation, and e-co...
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10/23/2015
Modeling User Exposure in Recommendation
Collaborative filtering analyzes user preferences for items (e.g., books...
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09/15/2015
Dynamic Poisson Factorization
Models for recommender systems use latent factors to explain the prefere...
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11/07/2014
Variational Tempering
Variational inference (VI) combined with data subsampling enables approx...
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09/26/2013