NIPS Proceedingsβ

Brendan J. Frey

21 Papers

  • Learning Wake-Sleep Recurrent Attention Models (2015)
  • Winner-Take-All Autoencoders (2015)
  • Probabilistic n-Choose-k Models for Classification and Ranking (2012)
  • Structured ranking learning using cumulative distribution networks (2008)
  • Mixture Modeling by Affinity Propagation (2005)
  • Using ``epitomes'' to model genetic diversity: Rational design of HIV vaccine cocktails (2005)
  • Probabilistic Inference of Alternative Splicing Events in Microarray Data (2004)
  • Denoising and Untangling Graphs Using Degree Priors (2003)
  • Probabilistic Inference of Speech Signals from Phaseless Spectrograms (2003)
  • ALGONQUIN - Learning Dynamic Noise Models From Noisy Speech for Robust Speech Recognition (2001)
  • Fast, Large-Scale Transformation-Invariant Clustering (2001)
  • Product Analysis: Learning to Model Observations as Products of Hidden Variables (2001)
  • Very loopy belief propagation for unwrapping phase images (2001)
  • Accumulator Networks: Suitors of Local Probability Propagation (2000)
  • Keeping Flexible Active Contours on Track using Metropolis Updates (2000)
  • Sequentially Fitting ``Inclusive'' Trees for Inference in Noisy-OR Networks (2000)
  • Local Probability Propagation for Factor Analysis (1999)
  • Topographic Transformation as a Discrete Latent Variable (1999)
  • A Revolution: Belief Propagation in Graphs with Cycles (1997)
  • Continuous Sigmoidal Belief Networks Trained using Slice Sampling (1996)
  • Does the Wake-sleep Algorithm Produce Good Density Estimators? (1995)