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  1. “A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorization” Gokcan Tatli and Alper T. Erdogan ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing, June 2023.

  2. “Learning Preference Distributions From Distance Measurements” Gokcan Tatli, Robert Nowak and Ramya Korlakai Vinayak, 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2022.

  3. “Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability”, Gokcan Tatli and Alper T. Erdogan, IEEE Transactions on Signal Processing, vol:69, pp. 5431-5447, September 2021. [pdf]

  4. “Generalized Polytopic Matrix Factorization” Gokcan Tatli and Alper T. Erdogan ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 3235-3239, June 2021.