Handling of Deterministic Relationships in Constraint-based Causal Discovery. - Yusuf Kenan Yilmaz; Ethem Alpaydin; H. Levent Akin; Taner Bilgiç (Probabilistic Graphical Models, 2002)

Probabilistic Latent Tensor Factorization. - Yusuf Kenan Yilmaz; A. Taylan Cemgil (LVA/ICA, 2010)

Generalised Coupled Tensor Factorisation. - Yusuf Kenan Yilmaz; Ali Taylan Cemgil; Umut Simsekli (NIPS, 2011)

Score guided audio restoration via generalised coupled tensor factorisation. - Umut Simsekli; Yusuf Kenan Yilmaz; Ali Taylan Cemgil (ICASSP, 2012)

Coupled tensor factorization models for polyphonic music transcription. - Umut Simsekli; Yusuf Kenan Yilmaz; Ali Taylan Cemgil (SIU, 2012)

Alpha/Beta Divergences and Tweedie Models - Yusuf Kenan Yilmaz; A. Taylan Cemgil (CoRR, 2012)

Algorithms for probabilistic latent tensor factorization. - Yusuf Kenan Yilmaz; A. Taylan Cemgil (Signal Process., 2012)

Generalized tensor factorization (Genelleştirilmiş tensor ayrışımı) - Yusuf Kenan Yilmaz (2012)

Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models. - Umut Simsekli; Ali Taylan Cemgil; Yusuf Kenan Yilmaz (ICML (3), 2013)

Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence. - Beyza Ermis; Yusuf Kenan Yilmaz; Ali Taylan Cemgil; Evrim Acar (CoRR, 2014)