Journals   Conferences    Thesis    Talks

Journals

2017

  • D. Tran, F. J. R. Ruiz, S. Athey, and D. M. Blei. Bayesian Model Criticism with Potential Outcomes. Submitted to Journal of the American Statistical Association. 2017.
    [pdf] [arxiv] [bibtex]
  • F. J. R. Ruiz, S. Athey, and D. M. Blei. SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements. Submitted to Annals of Applied Statistics. 2017.
    [pdf] [arxiv] [bibtex]
  • F. J. R. Ruiz, I. Valera, L. Svensson, and F. Perez-Cruz. Infinite Factorial Finite State Machine for Blind Multiuser Channel Estimation. Submitted to IEEE Transactions on Cognitive Communications and Networking. 2017.
    [pdf] [bibtex]
  • M. Fatemi, K. Granstrom, L. Svensson, F. J. R. Ruiz, and L. Hammarstrand. Poisson Multi-Bernoulli Radar Mapping Using Gibbs Sampling. IEEE Transactions on Signal Processing. 2017.
    [pdf] [bibtex]

2016

  • M. F. Pradier, F. J. R. Ruiz, and F. Perez-Cruz. Prior Design for Dependent Dirichlet Processes: An Application to Marathon Modeling. PlosONE. 2016.
    [pdf] [bibtex]
  • I. Valera, F. J. R. Ruiz, P. M. Olmos, C. Blanco, and F. Perez-Cruz. Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis. Neural Computation. 2016.
    [pdf] [bibtex]

2015

  • I. Valera, F. J. R. Ruiz, and F. Perez-Cruz. Infinite Factorial Unbounded-State Hidden Markov Model. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015.
    [pdf] [bibtex]
  • F. J. R. Ruiz and F. Perez-Cruz. A Generative Model for Predicting Outcomes in College Basketball. Journal of Quantitative Analysis in Sports (Special Issue: Prediction methodology for the NCAA men's basketball tournament). February 2015.
    [pdf] [bibtex]

2014

  • F. J. R. Ruiz, I. Valera, C. Blanco, and F. Perez-Cruz. Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders. Journal of Machine Learning Research. April 2014.
    [pdf] [bibtex]

Conferences

2018

  • M. Rudolph, F. J. R. Ruiz, and D. M. Blei. Word2net: Deep Representations of Language. Submitted to International Conference on Learning Representations. Vancouver (BC, Canada), April 2018.
    [pdf] [bibtex]

2017

  • M. Rudolph, F. J. R. Ruiz, S. Athey, and D. M. Blei. Structured Embedding Models for Grouped Data. Advances in Neural Information Processing Systems. Long Beach (CA, USA), December 2017.
    [pdf] [arxiv] [bibtex] [code]
  • L. Liu, F. J. R. Ruiz, S. Athey, and D. M. Blei. Context Selection for Embedding Models. Advances in Neural Information Processing Systems. Long Beach (CA, USA), December 2017.
    [pdf] [bibtex] [code]
  • C. A. Naesseth, F. J. R. Ruiz, S. W. Linderman, and D. M. Blei. Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms. International Conference on Artificial Intelligence and Statistics (AISTATS). Fort Lauderdale, FL (USA), April 2017. Best paper award. Oral presentation.
    [pdf] [supplement] [arxiv] [blog post] [bibtex]

2016

  • F. J. R. Ruiz, M. K. Titsias, and D. M. Blei. The Generalized Reparameterization Gradient. Advances in Neural Information Processing Systems. Barcelona (Spain), December 2016.
    [pdf] [arxiv] [bibtex]
  • M. Rudolph, F. J. R. Ruiz, S. Mandt, and D. M. Blei. Exponential Family Embeddings. Advances in Neural Information Processing Systems. Barcelona (Spain), December 2016.
    [pdf] [arxiv] [bibtex] [spotlight video] [b-emb code] [p-emb code]
  • F. J. R. Ruiz, M. K. Titsias, and D. M. Blei. Overdispersed Black-Box Variational Inference. Uncertainty in Artificial Intelligence. Jersey City, NJ (USA), June 2016. Plenary presentation.
    [pdf] [supplement] [bibtex]

2015

  • I. Valera, F. J. R. Ruiz, L. Svensson, and F. Perez-Cruz. Infinite Factorial Dynamical Model. Neural Information Processing Systems (NIPS). Montreal (Canada), December 2015.
    [pdf] [supplement] [code] [bibtex]
  • I. Valera, F. J. R. Ruiz, L. Svensson, and F. Perez-Cruz. A Bayesian Nonparametric Approach for Blind Multiuser Channel Estimation. European Signal Processing Conference (EUSIPCO). Nice (France), August 2015. Invited contribution.
    [pdf] [bibtex]

2014

  • I. Valera, F. J. R. Ruiz, and F. Perez-Cruz. Infinite Factorial Unbounded Hidden Markov Model for Blind Multiuser Channel Estimation. 4th International Workshop on Cognitive Information Processing (CIP). Copenhaguen (Denmark), May 2014.
    [pdf] [bibtex]
  • P. Gopalan, F. J. R. Ruiz, R. Ranganath, and D. M. Blei. Bayesian Nonparametric Poisson Factorization for Recommendation Systems. International Conference on Artificial Intelligence and Statistics (AISTATS). Reykjavik (Iceland), April 2014.
    [pdf] [supplement] [bibtex]

2012

  • F. J. R. Ruiz, I. Valera, C. Blanco, and F. Perez-Cruz. Bayesian Nonparametric Modeling of Suicide Attempts. Neural Information Processing Systems (NIPS), 25:1862-1870. Lake Tahoe (USA), December 2012. Spotlight session.
    [pdf] [spotlight] [bibtex]

2011

  • F. J. R. Ruiz and F. Perez-Cruz. Zero-error codes for the noisy-typewriter channel. IEEE Information Theory Workshop (ITW). Paraty (Brazil), October 2011.
    [pdf] [bibtex]

2010

  • L. Romero Cortes, F. J. Rodriguez Ruiz, S. Martin Lopez, M. Alcon Camas, M. Gonzalez Herraez, P. Corredera Guillen, and J. D. Ania Castanon. Sensado distribuido Brillouin en un laser ultralargo (Brillouin distributed sensing in an ultralong laser). XXV National Simposium of International Union of Radio Science (URSI), Bilbao (Spain), September 2010.
    [pdf] [bibtex]

Thesis

  • Bayesian nonparametrics for time series modeling. June 2015.
    [pdf] [slides]

Talks

  • F. J. R. Ruiz, S. Athey, and D. M. Blei. Item Embeddings for Demand Estimation in Economics. Annual Machine Learning Symposium. New York Academy of Sciences (NY, USA), March 2017. Poster presentation. IBM best poster presenter award (5th place).
  • M. Rudolph, F. J. R. Ruiz, S. Mandt, S. Athey, and D. M. Blei. Exponential Family Embeddings: Application to Economics. University Carlos III in Madrid (Spain), December 2016.
    [slides]
  • C. Naesseth, F. J. R. Ruiz, S. Linderman, M. K. Titsias, and D. M. Blei. Reparameterizing Challenging Distributions. Machine Learning Group. University of Cambridge (UK), November 2016.
    [slides]
  • I. Valera, F. J. R. Ruiz, L. Svensson, and F. Perez-Cruz. Infinite Factorial Dynamical Model. Annual Machine Learning Symposium. New York Academy of Sciences (NY, USA), March 2016.
    [slides]
  • F. J. R. Ruiz, N. D. Lawrence, and J. Hensman. True Natural Gradient of Collapsed Variational Bayes. Group Talk. Signal Theory and Processing Group. University Carlos III in Madrid (Spain), November 2014.
    [slides]
  • F. J. R. Ruiz, I. Valera, C. Blanco, and F. Perez-Cruz. Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders. Machine Learning Group Talk. Sheffield Institute for Translational Neuroscience. University of Sheffield (UK), July 2014.
    [slides]
  • P. Gopalan, F. J. R. Ruiz, R. Ranganath, and D. M. Blei. Bayesian Nonparametric Poisson Factorization for Recommendation Systems. Group Talk. Signal Theory and Processing Group. University Carlos III in Madrid (Spain), February 2014.
    [slides]
  • F. J. R. Ruiz, I. Valera, C. Blanco, and F. Perez-Cruz. Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders. Machine Learning Group Talk. Computer Science Department. Princeton University (NJ, USA), October 2013.
    [slides]
  • F. J. R. Ruiz, I. Valera, and F. Perez-Cruz. Infinite Factorial Unbounded-Memory Finite State Machines. Group Talk. Signal Theory and Processing Group. University Carlos III in Madrid (Spain), June 2013.
  • I. Valera, F. J. R. Ruiz, and F. Perez-Cruz. Infinite Factorial Infinite Hidden Markov Model. Group Talk. Signal Theory and Processing Group. University Carlos III in Madrid (Spain), October 2012.
  • F. J. R. Ruiz, I. Valera, C. Blanco, and F. Perez-Cruz. Bayesian Nonparametric Modeling of Suicide Attempts. Group Talk. Signal Theory and Processing Group. University Carlos III in Madrid (Spain), October 2012.
    [slides]
  • F. J. R. Ruiz and F. Perez-Cruz. Zero-error codes for the noisy-typewriter channel. Summer Research Institute. Lausanne (Switzerland), June 2011.
  • F. J. R. Ruiz and F. Perez-Cruz. Zero-error codes for the noisy-typewriter channel. Group Talk. Signal Theory and Processing Group. University Carlos III in Madrid (Spain), February 2011.