Francisco J. R. Ruiz
Francisco J. R. Ruiz
Postdoc Researcher at Columbia University
Verified email at - Homepage
Cited by
Cited by
The generalized reparameterization gradient
FR Ruiz, MTRC AUEB, D Blei
Advances in neural information processing systems, 460-468, 2016
Bayesian nonparametric poisson factorization for recommendation systems
P Gopalan, FJ Ruiz, R Ranganath, D Blei
Artificial Intelligence and Statistics, 275-283, 2014
Exponential family embeddings
M Rudolph, F Ruiz, S Mandt, D Blei
Advances in Neural Information Processing Systems, 478-486, 2016
Reparameterization gradients through acceptance-rejection sampling algorithms
C Naesseth, F Ruiz, S Linderman, D Blei
Artificial Intelligence and Statistics, 489-498, 2017
Overdispersed black-box variational inference
FJR Ruiz, MK Titsias, DM Blei
arXiv preprint arXiv:1603.01140, 2016
Shopper: A probabilistic model of consumer choice with substitutes and complements
FJR Ruiz, S Athey, DM Blei
Annals of Applied Statistics 14 (1), 1-27, 2020
Bayesian nonparametric comorbidity analysis of psychiatric disorders
FJR Ruiz, I Valera, C Blanco, F Perez-Cruz
Journal of Machine Learning Research 15, 1215-1247, 2014
A generative model for predicting outcomes in college basketball
FJR Ruiz, F Perez-Cruz
Journal of Quantitative Analysis in Sports 11 (1), 39-52, 2015
Estimating heterogeneous consumer preferences for restaurants and travel time using mobile location data
S Athey, D Blei, R Donnelly, F Ruiz, T Schmidt
AEA Papers and Proceedings 108, 64-67, 2018
Structured embedding models for grouped data
M Rudolph, F Ruiz, S Athey, D Blei
Advances in neural information processing systems, 251-261, 2017
De novo gene signature identification from single‐cell RNA‐seq with hierarchical Poisson factorization
HM Levitin, J Yuan, YL Cheng, FJR Ruiz, EC Bush, JN Bruce, P Canoll, ...
Molecular systems biology 15 (2), e8557, 2019
Infinite factorial dynamical model
I Valera, F Ruiz, L Svensson, F Perez-Cruz
Advances in Neural Information Processing Systems, 1666-1674, 2015
Poisson multi-Bernoulli mapping using Gibbs sampling
M Fatemi, K Granström, L Svensson, FJR Ruiz, L Hammarstrand
IEEE Transactions on Signal Processing 65 (11), 2814-2827, 2017
Topic modeling in embedding spaces
AB Dieng, FJR Ruiz, DM Blei
Transactions of the Association for Computational Linguistics 8, 439-453, 2020
Carbon stocks of mangroves and salt marshes of the Amazon region, Brazil
JB Kauffman, AF Bernardino, TO Ferreira, LR Giovannoni, ...
Biology letters 14 (9), 20180208, 2018
Infinite factorial unbounded-state hidden Markov model
I Valera, FJR Ruiz, F Perez-Cruz
IEEE transactions on pattern analysis and machine intelligence 38 (9), 1816-1828, 2015
A contrastive divergence for combining variational inference and mcmc
FJR Ruiz, MK Titsias
arXiv preprint arXiv:1905.04062, 2019
Augment and reduce: Stochastic inference for large categorical distributions
FJR Ruiz, MK Titsias, AB Dieng, DM Blei
arXiv preprint arXiv:1802.04220, 2018
Bayesian Nonparametric Modeling of Suicide Attempts
F Ruiz, I Valera, C Blanco, F Perez-Cruz
Advances in Neural Information Processing Systems 25, 1862-1870, 2012
Unbiased implicit variational inference
MK Titsias, F Ruiz
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
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