Babacan, S. Derin

7 publications

JMLR 2015 Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA Shinichi Nakajima, Ryota Tomioka, Masashi Sugiyama, S. Derin Babacan

JMLR 2013 Global Analytic Solution of Fully-Observed Variational Bayesian Matrix Factorization Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan, Ryota Tomioka

NeurIPS 2013 Global Solver and Its Efficient Approximation for Variational Bayesian Low-Rank Subspace Clustering Shinichi Nakajima, Akiko Takeda, S. Derin Babacan, Masashi Sugiyama, Ichiro Takeuchi

MLJ 2013 Variational Bayesian Sparse Additive Matrix Factorization Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan

ECCV 2012 Bayesian Blind Deconvolution with General Sparse Image Priors S. Derin Babacan, Rafael Molina, Minh N. Do, Aggelos K. Katsaggelos

ACML 2012 Sparse Additive Matrix Factorization for Robust PCA and Its Generalization Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan

ICML 2011 On Bayesian PCA: Automatic Dimensionality Selection and Analytic Solution Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan