Francisco J. R. Ruiz
Francisco J. R. Ruiz
Postdoc Researcher at Columbia University
Verified email at columbia.edu - Homepage
Title
Cited by
Cited by
Year
The generalized reparameterization gradient
FR Ruiz, MTRC AUEB, D Blei
Advances in neural information processing systems, 460-468, 2016
912016
Bayesian nonparametric poisson factorization for recommendation systems
P Gopalan, FJ Ruiz, R Ranganath, D Blei
Artificial Intelligence and Statistics, 275-283, 2014
882014
Exponential family embeddings
M Rudolph, F Ruiz, S Mandt, D Blei
Advances in Neural Information Processing Systems, 478-486, 2016
792016
Reparameterization gradients through acceptance-rejection sampling algorithms
CA Naesseth, FJR Ruiz, SW Linderman, DM Blei
arXiv preprint arXiv:1610.05683, 2016
542016
Overdispersed black-box variational inference
FJR Ruiz, MK Titsias, DM Blei
arXiv preprint arXiv:1603.01140, 2016
322016
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
312014
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
292015
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
222018
Shopper: A probabilistic model of consumer choice with substitutes and complements
FJR Ruiz, S Athey, DM Blei
arXiv preprint arXiv:1711.03560, 2017
222017
Structured embedding models for grouped data
M Rudolph, F Ruiz, S Athey, D Blei
Advances in neural information processing systems, 251-261, 2017
202017
Infinite factorial dynamical model
I Valera, F Ruiz, L Svensson, F Perez-Cruz
Advances in Neural Information Processing Systems, 1666-1674, 2015
182015
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
162015
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
152017
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
132012
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), 2019
112019
Augment and reduce: Stochastic inference for large categorical distributions
FJR Ruiz, MK Titsias, AB Dieng, DM Blei
arXiv preprint arXiv:1802.04220, 2018
112018
Unbiased implicit variational inference
MK Titsias, FJR Ruiz
arXiv preprint arXiv:1808.02078, 2018
102018
Context selection for embedding models
L Liu, F Ruiz, S Athey, D Blei
Advances in Neural Information Processing Systems, 4816-4825, 2017
92017
A contrastive divergence for combining variational inference and mcmc
FJR Ruiz, MK Titsias
arXiv preprint arXiv:1905.04062, 2019
82019
Topic modeling in embedding spaces
AB Dieng, FJR Ruiz, DM Blei
arXiv preprint arXiv:1907.04907, 2019
72019
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