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07/14/2021
Online Evaluation Methods for the Causal Effect of Recommendations
Evaluating the causal effect of recommendations is an important objectiv...
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12/17/2020
Causality-Aware Neighborhood Methods for Recommender Systems
The business objectives of recommenders, such as increasing sales, are a...
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10/23/2020
An Intuitionistic Set-theoretical Model of Fully Dependent CCω
Werner's set-theoretical model is one of the simplest models of CIC. It ...
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10/23/2020
Approximation Methods for Kernelized Bandits
The RKHS bandit problem (also called kernelized multi-armed bandit probl...
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08/11/2020
Unbiased Learning for the Causal Effect of Recommendation
Increasing users' positive interactions, such as purchases or clicks, is...
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06/01/2020
Submodular Bandit Problem Under Multiple Constraints
The linear submodular bandit problem was proposed to simultaneously addr...
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12/22/2017