13 citations · 15 across the 3 of their papers we have counts for
3 papers
stat.CO2014★ 2 cited
Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence
Beyza Ermis, Y. Kenan Yılmaz, A. Taylan Cemgil +1
Probabilistic Latent Tensor Factorization (PLTF) is a recently proposed probabilistic framework for modelling multi-way data. Not only the common tensor factorization models but al…
stat.ML2013
Generalized Beta Divergence
Y. Kenan Yilmaz
This paper generalizes beta divergence beyond its classical form associated with power variance functions of Tweedie models. Generalized form is represented by a compact definite i…
stat.ML2012★ 13 cited
Alpha/Beta Divergences and Tweedie Models
Y. Kenan Yilmaz, A. Taylan Cemgil
We describe the underlying probabilistic interpretation of alpha and beta divergences. We first show that beta divergences are inherently tied to Tweedie distributions, a particula…