Ruiz, Francisco J. R.

7 publications

JMLR 2023 Fitting Autoregressive Graph Generative Models Through Maximum Likelihood Estimation Xu Han, Xiaohui Chen, Francisco J. R. Ruiz, Li-Ping Liu

UAI 2021 Information Theoretic Meta Learning with Gaussian Processes Michalis K. Titsias, Francisco J. R. Ruiz, Sotirios Nikoloutsopoulos, Alexandre Galashov

UAI 2021 Unbiased Gradient Estimation for Variational Auto-Encoders Using Coupled Markov Chains Francisco J. R. Ruiz, Michalis K. Titsias, Taylan Cemgil, Arnaud Doucet

AISTATS 2017 Reparameterization Gradients Through Acceptance-Rejection Sampling Algorithms Christian A. Naesseth, Francisco J. R. Ruiz, Scott W. Linderman, David M. Blei

UAI 2016 Overdispersed Black-Box Variational Inference Francisco J. R. Ruiz, Michalis K. Titsias, David M. Blei

JMLR 2014 Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders Francisco J. R. Ruiz, Isabel Valera, Carlos Blanco, Fernando Perez-Cruz

AISTATS 2014 Bayesian Nonparametric Poisson Factorization for Recommendation Systems Prem Gopalan, Francisco J. R. Ruiz, Rajesh Ranganath, David M. Blei