Articoli con mandati relativi all'accesso pubblico - Francisco J. R. RuizUlteriori informazioni
Non disponibile pubblicamente: 1
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
Mandati: Government of Spain
Disponibili pubblicamente: 26
Topic modeling in embedding spaces
AB Dieng, FJR Ruiz, DM Blei
Transactions of the Association for Computational Linguistics 8, 439-453, 2020
Mandati: US National Science Foundation, US Department of Defense, US National …
SHOPPER
FJR Ruiz, S Athey, DM Blei
The Annals of Applied Statistics 14 (1), 1-27, 2020
Mandati: US National Science Foundation, US Department of Defense, US National …
The generalized reparameterization gradient
FR Ruiz, TRC AUEB, D Blei
Advances in neural information processing systems 29, 2016
Mandati: European Commission
Exponential family embeddings
M Rudolph, F Ruiz, S Mandt, D Blei
Advances in Neural Information Processing Systems 29, 2016
Mandati: European Commission
Reparameterization gradients through acceptance-rejection sampling algorithms
C Naesseth, F Ruiz, S Linderman, D Blei
Artificial Intelligence and Statistics, 489-498, 2017
Mandati: US National Science Foundation, US Department of Defense, Swedish Research …
Bayesian nonparametric poisson factorization for recommendation systems
P Gopalan, FJ Ruiz, R Ranganath, D Blei
Artificial Intelligence and Statistics, 275-283, 2014
Mandati: Government of Spain
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
Mandati: European Commission
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
Mandati: US Department of Defense, US National Institutes of Health, European …
A contrastive divergence for combining variational inference and mcmc
F Ruiz, M Titsias
International Conference on Machine Learning, 5537-5545, 2019
Mandati: European Commission
Unbiased implicit variational inference
MK Titsias, F Ruiz
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Mandati: European Commission
Structured embedding models for grouped data
M Rudolph, F Ruiz, S Athey, D Blei
Advances in neural information processing systems 30, 2017
Mandati: US National Science Foundation, US Department of Defense, European Commission
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
Mandati: Government of Spain
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
Mandati: US Department of Defense, European Commission
VarGrad: a low-variance gradient estimator for variational inference
L Richter, A Boustati, N Nüsken, F Ruiz, OD Akyildiz
Advances in Neural Information Processing Systems 33, 13481-13492, 2020
Mandati: German Research Foundation, UK Engineering and Physical Sciences Research …
Counterfactual inference for consumer choice across many product categories
R Donnelly, FJR Ruiz, D Blei, S Athey
Quantitative Marketing and Economics, 1-39, 2021
Mandati: US Department of Defense, European Commission
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
Mandati: US National Institutes of Health, Government of Spain
Augment and reduce: Stochastic inference for large categorical distributions
F Ruiz, M Titsias, AB Dieng, D Blei
International Conference on Machine Learning, 4403-4412, 2018
Mandati: US National Science Foundation, US Department of Defense, US National …
Infinite factorial dynamical model
I Valera, F Ruiz, L Svensson, F Perez-Cruz
Advances in Neural Information Processing Systems 28, 2015
Mandati: Government of Spain
Context selection for embedding models
L Liu, F Ruiz, S Athey, D Blei
Advances in Neural Information Processing Systems 30, 2017
Mandati: US National Science Foundation, US Department of Defense, European Commission
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