| Bayesian nonparametric poisson factorization for recommendation systems P Gopalan, FJ Ruiz, R Ranganath, D Blei Artificial Intelligence and Statistics, 275-283, 2014 | 62 | 2014 |
| The generalized reparameterization gradient FR Ruiz, MTRC AUEB, D Blei Advances in Neural Information Processing Systems, 460-468, 2016 | 37 | 2016 |
| Exponential family embeddings M Rudolph, F Ruiz, S Mandt, D Blei Advances in Neural Information Processing Systems, 478-486, 2016 | 26 | 2016 |
| 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 | 18 | 2014 |
| Reparameterization gradients through acceptance-rejection sampling algorithms C Naesseth, F Ruiz, S Linderman, D Blei Artificial Intelligence and Statistics, 489-498, 2017 | 16 | 2017 |
| Overdispersed black-box variational inference FJR Ruiz, MK Titsias, DM Blei arXiv preprint arXiv:1603.01140, 2016 | 14 | 2016 |
| 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 | 12 | 2015 |
| 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 | 10 | 2012 |
| 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, 2016 | 8 | 2016 |
| Infinite factorial dynamical model I Valera, F Ruiz, L Svensson, F Perez-Cruz Advances in Neural Information Processing Systems, 1666-1674, 2015 | 8 | 2015 |
| A Bayesian nonparametric approach for blind multiuser channel estimation I Valera, FJR Ruiz, L Svensson, F Perez-Cruz Signal Processing Conference (EUSIPCO), 2015 23rd European, 2766-2770, 2015 | 5 | 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 | 4 | 2017 |
| Structured Embedding Models for Grouped Data M Rudolph, F Ruiz, S Athey, D Blei Advances in Neural Information Processing Systems, 250-260, 2017 | 4 | 2017 |
| Infinite factorial unbounded hidden Markov model for blind multiuser channel estimation I Valera, FJR Ruiz, F Perez-Cruz Cognitive Information Processing (CIP), 2014 4th International Workshop on, 1-6, 2014 | 4 | 2014 |
| SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements FJR Ruiz, S Athey, DM Blei arXiv preprint arXiv:1711.03560, 2017 | 3 | 2017 |
| Augment and Reduce: Stochastic Inference for Large Categorical Distributions FJR Ruiz, MK Titsias, AB Dieng, DM Blei arXiv preprint arXiv:1802.04220, 2018 | 2 | 2018 |
| Infinite factorial finite state machine for blind multiuser channel estimation FJR Ruiz, I Valera, L Svensson, F Perez-Cruz IEEE Transactions on Cognitive Communications and Networking, 2018 | 2 | 2018 |
| Context Selection for Embedding Models L Liu, F Ruiz, S Athey, D Blei Advances in Neural Information Processing Systems, 4819-4828, 2017 | 2 | 2017 |
| Model criticism for bayesian causal inference D Tran, FJR Ruiz, S Athey, DM Blei arXiv preprint arXiv:1610.09037, 2016 | 2 | 2016 |
| Infinite continuous feature model for psychiatric comorbidity analysis I Valera, FJR Ruiz, PM Olmos, C Blanco, F Perez-Cruz Neural computation 28 (2), 354-381, 2016 | 2 | 2016 |
David BleiProfessor of Statistics and Computer Science, Columbia UniversityVerified email at columbia.edu
