NIPS Proceedingsβ

David Saad

13 Papers

  • Message passing for task redistribution on sparse graphs (2005)
  • Error-correcting Codes on a Bethe-like Lattice (2000)
  • Regular and Irregular Gallager-zype Error-Correcting Codes (1999)
  • Dynamics of Supervised Learning with Restricted Training Sets (1998)
  • The Belief in TAP (1998)
  • Globally Optimal On-line Learning Rules (1997)
  • Two Approaches to Optimal Annealing (1997)
  • Learning with Noise and Regularizers in Multilayer Neural Networks (1996)
  • The Learning Dynamcis of a Universal Approximator (1996)
  • Adaptive Back-Propagation in On-Line Learning of Multilayer Networks (1995)
  • Dynamics of On-Line Gradient Descent Learning for Multilayer Neural Networks (1995)
  • Hyperparameters Evidence and Generalisation for an Unrealisable Rule (1994)
  • Learning from queries for maximum information gain in imperfectly learnable problems (1994)