70 citations · 161 across the 37 of their papers we have counts for
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econ.TH2021
Deviation-Based Learning: Training Recommender Systems Using Informed User Choice
Junpei Komiyama, Shunya Noda
This paper proposes a new approach to training recommender systems called deviation-based learning. The recommender and rational users have different knowledge. The recommender lea…
econ.TH2020★ 9 cited
On Statistical Discrimination as a Failure of Social Learning: A Multi-Armed Bandit Approach
Junpei Komiyama, Shunya Noda
We analyze statistical discrimination in hiring markets using a multi-armed bandit model. Myopic firms face workers arriving with heterogeneous observable characteristics. The asso…