Search Results for author: Gökhan Çapan

Found 2 papers, 0 papers with code

Towards Fair Personalization by Avoiding Feedback Loops

no code implementations20 Dec 2020 Gökhan Çapan, Özge Bozal, İlker Gündoğdu, Ali Taylan Cemgil

Self-reinforcing feedback loops are both cause and effect of over and/or under-presentation of some content in interactive recommender systems.

Recommendation Systems

A Bayesian Choice Model for Eliminating Feedback Loops

no code implementations15 Aug 2019 Gökhan Çapan, Ilker Gündoğdu, Ali Caner Türkmen, Çağrı Sofuoğlu, Ali Taylan Cemgil

Self-reinforcing feedback loops in personalization systems are typically caused by users choosing from a limited set of alternatives presented systematically based on previous choices.

Recommendation Systems Thompson Sampling

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