NIPS Proceedingsβ

Florent Krzakala

7 Papers

  • Entropy and mutual information in models of deep neural networks (2018)
  • The committee machine: Computational to statistical gaps in learning a two-layers neural network (2018)
  • Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula (2016)
  • Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation (2015)
  • Training Restricted Boltzmann Machine via the Thouless-Anderson-Palmer free energy (2015)
  • Spectral Clustering of graphs with the Bethe Hessian (2014)
  • Blind Calibration in Compressed Sensing using Message Passing Algorithms (2013)