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Riccardo Zecchina

Identifiers

  • name variant Riccardo Zecchina 0.60 · backfill

Papers (49)

  1. From statistical inference to a differential learning rule for stochastic neural networks cond-mat.dis-nn · 2018 · author #5
  2. On the role of synaptic stochasticity in training low-precision neural networks cond-mat.dis-nn · 2017 · author #7
  3. Parle: parallelizing stochastic gradient descent cs.LG · 2017 · author #3
  4. Efficiency of quantum versus classical annealing in non-convex learning problems quant-ph · 2017 · author #2
  5. Inverse statistical problems: from the inverse Ising problem to data science cond-mat.dis-nn · 2017 · author #2
  6. Entropy-SGD: Biasing Gradient Descent Into Wide Valleys cs.LG · 2016 · author #9
  7. Unreasonable Effectiveness of Learning Neural Networks: From Accessible States and Robust Ensembles to Basic Algorithmic Schemes stat.ML · 2016 · author #7
  8. Learning may need only a few bits of synaptic precision cond-mat.dis-nn · 2016 · author #5
  9. Local entropy as a measure for sampling solutions in Constraint Satisfaction Problems cond-mat.dis-nn · 2015 · author #5
  10. Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses cond-mat.dis-nn · 2015 · author #5
  11. A three-threshold learning rule approaches the maximal capacity of recurrent neural networks q-bio.NC · 2015 · author #4
  12. Quantitative study of crossregulation, noise and synchronization between microRNA targets in single cells q-bio.MN · 2015 · author #9
  13. A cavity approach to optimization and inverse dynamical problems cond-mat.dis-nn · 2014 · author #3
  14. The zero-patient problem with noisy observations q-bio.PE · 2014 · author #5
  15. Fast and accurate multivariate Gaussian modeling of protein families: Predicting residue contacts and protein-interaction partners q-bio.QM · 2014 · author #5
  16. Theory and learning protocols for the material tempotron model cond-mat.dis-nn · 2013 · author #3
  17. On the performance of a cavity method based algorithm for the Prize-Collecting Steiner Tree Problem on graphs cs.DS · 2013 · author #3
  18. Bayesian inference of epidemics on networks via Belief Propagation q-bio.QM · 2013 · author #5
  19. Modeling competing endogenous RNAs networks q-bio.MN · 2012 · author #3
  20. Optimizing spread dynamics on graphs by message passing cond-mat.dis-nn · 2012 · author #4
  21. Message passing for quantified Boolean formulas cs.AI · 2012 · author #4
  22. Direct-coupling analysis of residue co-evolution captures native contacts across many protein families q-bio.QM · 2011 · author #7
  23. 3D Protein Structure Predicted from Sequence q-bio.BM · 2011 · author #6
  24. Efficient data compression from statistical physics of codes over finite fields cs.IT · 2011 · author #3
  25. Stochastic optimization by message passing cond-mat.stat-mech · 2011 · author #4
  26. The stochastic matching problem cond-mat.stat-mech · 2011 · author #4
  27. Statistical physics of optimization under uncertainty cond-mat.stat-mech · 2010 · author #4
  28. Efficient LDPC Codes over GF(q) for Lossy Data Compression cs.IT · 2009 · author #3
  29. Belief-Propagation for Weighted b-Matchings on Arbitrary Graphs and its Relation to Linear Programs with Integer Solutions cs.IT · 2007 · author #4
  30. Efficient supervised learning in networks with binary synapses q-bio.NC · 2007 · author #4
  31. Viable flux distribution in metabolic networks q-bio.MN · 2007 · author #2
  32. Propagation of external regulation and asynchronous dynamics in random Boolean networks cond-mat.stat-mech · 2007 · author #4
  33. Statistical mechanics of combinatorial auctions cond-mat.stat-mech · 2006 · author #6
  34. Survey-propagation decimation through distributed local computations cond-mat.dis-nn · 2005 · author #4
  35. Learning by message-passing in networks of discrete synapses cond-mat.dis-nn · 2005 · author #2
  36. Source coding by efficient selection of ground states clusters cond-mat.dis-nn · 2004 · author #4
  37. Minimizing energy below the glass thresholds cond-mat.dis-nn · 2004 · author #3
  38. Threshold values of Random K-SAT from the cavity method cs.CC · 2003 · author #3
  39. Bicoloring Random Hypergraphs cond-mat.dis-nn · 2003 · author #4
  40. The random K-satisfiability problem: from an analytic solution to an efficient algorithm cond-mat.dis-nn · 2002 · author #2
  41. Boosting search by rare events cond-mat.stat-mech · 2001 · author #2
  42. Glassy dynamics near zero temperature cond-mat.stat-mech · 2000 · author #2
  43. Combinatorial and topological approach to the 3D Ising model cond-mat.stat-mech · 1999 · author #2
  44. Exact solution of a modified El Farol's bar problem: Efficiency and the role of market impact cond-mat.stat-mech · 1999 · author #3
  45. Analytical and Numerical Study of Internal Representations in Multilayer Neural Networks with Binary Weights cond-mat · 1996 · author #3
  46. Exact Solution of the Ising Model on Group Lattices of Genus $g>1$ cond-mat · 1996 · author #2
  47. The Entropy of the K-Satisfiability Problem cond-mat · 1996 · author #2
  48. Learning and generalization theories of large committee--machines cond-mat · 1996 · author #2
  49. Response Functions Improving Performance in Analog Attractor Neural Networks cond-mat · 1994 · author #2

Mentions

  • 1003.6124 #4 · backfill · confidence 0.70 Riccardo Zecchina
  • 0901.4467 #3 · backfill · confidence 0.70 Riccardo Zecchina
  • 0709.1190 #4 · backfill · confidence 0.70 Riccardo Zecchina
  • 0707.1295 #4 · backfill · confidence 0.70 Riccardo Zecchina
  • 0705.2816 #2 · backfill · confidence 0.70 Riccardo Zecchina
  • 0704.3406 #4 · backfill · confidence 0.70 Riccardo Zecchina

Frequent Coauthors