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stat.ML2019★ 1 cited
A Bayesian Choice Model for Eliminating Feedback Loops
Gökhan Çapan, Ilker Gündoğdu, Ali Caner Türkmen +2
Self-reinforcing feedback loops in personalization systems are typically caused by users choosing from a limited set of alternatives presented systematically based on previous choi…
stat.ML2015★ 24 cited
A Review of Nonnegative Matrix Factorization Methods for Clustering
Ali Caner Türkmen
Nonnegative Matrix Factorization (NMF) was first introduced as a low-rank matrix approximation technique, and has enjoyed a wide area of applications. Although NMF does not seem re…