Generalized Polytopic Matrix Factorization. - Gokcan Tatli; Alper T. Erdogan (ICASSP, 2021)

Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability. - Gokcan Tatli; Alper T. Erdogan (IEEE Trans. Signal Process., 2021)

Learning Preference Distributions From Distance Measurements. - Gokcan Tatli; Robert D. Nowak; Ramya Korlakai Vinayak (Allerton, 2022)

A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorization. - Gokcan Tatli; Alper T. Erdogan (ICASSP, 2023)

A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorizatio. - Gokcan Tatli; Alper T. Erdogan (CoRR, 2023)

Learning Populations of Preferences via Pairwise Comparison Queries. - Gokcan Tatli; Yi Chen; Ramya Korlakai Vinayak (AISTATS, 2024)

Metric Clustering From Triplet Comparisons. - Gokcan Tatli; Ramya Korlakai Vinayak (Allerton, 2024)

Metric Learning in an RKHS. - Gokcan Tatli; Yi Chen; Blake Mason; Robert D. Nowak; Ramya Korlakai Vinayak (UAI, 2025)