Statistical physics of inference: Thresholds and algorithms

8 November 2015

Lenka Zdeborová

Papers citing "Statistical physics of inference: Thresholds and algorithms"

30 / 80 papers shown

Title
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 35 86 0 16 May 2020
Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime Stéphane dÁscoli Maria Refinetti Giulio Biroli Florent Krzakala 98 152 0 02 Mar 2020
Generalisation error in learning with random features and the hidden manifold model Federica Gerace Bruno Loureiro Florent Krzakala M. Mézard Lenka Zdeborová 25 166 0 21 Feb 2020
Asymptotic errors for convex penalized linear regression beyond Gaussian matrices Cédric Gerbelot A. Abbara Florent Krzakala 34 16 0 11 Feb 2020
Intrinsic regularization effect in Bayesian nonlinear regression scaled by observed data Satoru Tokuda Kenji Nagata M. Okada 26 1 0 05 Jan 2020
Thresholds of descending algorithms in inference problems Stefano Sarao Mannelli Lenka Zdeborova AI4CE 24 4 0 02 Jan 2020
From complex to simple : hierarchical free-energy landscape renormalized in deep neural networks H. Yoshino 22 6 0 22 Oct 2019
Modelling the influence of data structure on learning in neural networks: the hidden manifold model Sebastian Goldt M. Mézard Florent Krzakala Lenka Zdeborová BDL 29 51 0 25 Sep 2019
Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 29 136 0 26 Jul 2019
Understanding Phase Transitions via Mutual Information and MMSE Galen Reeves H. Pfister 22 7 0 03 Jul 2019
Statistical mechanics of low-rank tensor decomposition Jonathan Kadmon Surya Ganguli 16 18 0 23 Oct 2018
Solving Statistical Mechanics Using Variational Autoregressive Networks Dian Wu Lei Wang Pan Zhang 28 181 0 27 Sep 2018
Approximate Survey Propagation for Statistical Inference F. Antenucci Florent Krzakala Pierfrancesco Urbani Lenka Zdeborová 37 21 0 03 Jul 2018
The committee machine: Computational to statistical gaps in learning a two-layers neural network Benjamin Aubin Antoine Maillard Jean Barbier Florent Krzakala N. Macris Lenka Zdeborová 46 104 0 14 Jun 2018
Entropy and mutual information in models of deep neural networks Marylou Gabrié Andre Manoel Clément Luneau Jean Barbier N. Macris Florent Krzakala Lenka Zdeborová 32 179 0 24 May 2018
Complex energy landscapes in spiked-tensor and simple glassy models: ruggedness, arrangements of local minima and phase transitions V. Ros Gerard Ben Arous Giulio Biroli C. Cammarota 17 102 0 08 Apr 2018
Notes on computational-to-statistical gaps: predictions using statistical physics Afonso S. Bandeira Amelia Perry Alexander S. Wein AI4CE 25 57 0 29 Mar 2018
Comparing Dynamics: Deep Neural Networks versus Glassy Systems Marco Baity-Jesi Levent Sagun Mario Geiger S. Spigler Gerard Ben Arous C. Cammarota Yann LeCun M. Wyart Giulio Biroli AI4CE 42 113 0 19 Mar 2018
Thermodynamics of Restricted Boltzmann Machines and related learning dynamics A. Decelle G. Fissore Cyril Furtlehner AI4CE 33 42 0 05 Mar 2018
Rethinking generalization requires revisiting old ideas: statistical mechanics approaches and complex learning behavior Charles H. Martin Michael W. Mahoney AI4CE 30 62 0 26 Oct 2017
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models Jean Barbier Florent Krzakala N. Macris Léo Miolane Lenka Zdeborová 37 260 0 10 Aug 2017
Evaluating Ising Processing Units with Integer Programming Carleton Coffrin Harsha Nagarajan R. Bent 27 20 0 02 Jul 2017
Bayesian stochastic blockmodeling Tiago P. Peixoto 19 198 0 29 May 2017
Statistical and computational phase transitions in spiked tensor estimation T. Lesieur Léo Miolane Marc Lelarge Florent Krzakala Lenka Zdeborová 31 116 0 27 Jan 2017
Constrained Low-rank Matrix Estimation: Phase Transitions, Approximate Message Passing and Applications T. Lesieur Florent Krzakala Lenka Zdeborová 37 124 0 03 Jan 2017
Statistical limits of spiked tensor models Amelia Perry Alexander S. Wein Afonso S. Bandeira 24 77 0 22 Dec 2016
An Evolutionary Strategy based on Partial Imitation for Solving Optimization Problems M. A. Javarone 17 7 0 12 Feb 2016
Phase Diagram and Approximate Message Passing for Blind Calibration and Dictionary Learning Florent Krzakala M. Mézard Lenka Zdeborová 75 37 0 24 Jan 2013
Hiding Quiet Solutions in Random Constraint Satisfaction Problems Florent Krzakala Lenka Zdeborová 67 110 0 14 Jan 2009
A Spectral Approach to Analyzing Belief Propagation for 3-Coloring A. Coja-Oghlan Elchanan Mossel Dan Vilenchik 91 24 0 02 Dec 2007