Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula)

11 June 2020

Papers citing "Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula)"

16 / 16 papers shown

Title
Generalization Error of Generalized Linear Models in High Dimensions M Motavali Emami Mojtaba Sahraee-Ardakan Parthe Pandit S. Rangan A. Fletcher AI4CE 40 37 0 01 May 2020
Generalisation error in learning with random features and the hidden manifold model Federica Gerace Bruno Loureiro Florent Krzakala M. Mézard Lenka Zdeborová 67 169 0 21 Feb 2020
Asymptotic errors for convex penalized linear regression beyond Gaussian matrices Cédric Gerbelot A. Abbara Florent Krzakala 49 17 0 11 Feb 2020
Inference with Deep Generative Priors in High Dimensions Jillian R. Fisher Mojtaba Sahraee-Ardakan S. Rangan Zaid Harchaoui Yejin Choi BDL 46 46 0 08 Nov 2019
The generalization error of random features regression: Precise asymptotics and double descent curve Song Mei Andrea Montanari 83 635 0 14 Aug 2019
Surprises in High-Dimensional Ridgeless Least Squares Interpolation Trevor Hastie Andrea Montanari Saharon Rosset Robert Tibshirani 188 743 0 19 Mar 2019
Inference in Deep Networks in High Dimensions A. Fletcher S. Rangan BDL 103 69 0 20 Jun 2017
Multi-Layer Generalized Linear Estimation Andre Manoel Florent Krzakala M. Mézard Lenka Zdeborová 50 54 0 24 Jan 2017
An equivalence between high dimensional Bayes optimal inference and M-estimation Madhu S. Advani Surya Ganguli 60 16 0 22 Sep 2016
Expectation Consistent Approximate Inference: Generalizations and Convergence A. Fletcher Mojtaba Sahraee-Ardakan S. Rangan P. Schniter 34 69 0 25 Feb 2016
Precise Error Analysis of Regularized M-estimators in High-dimensions Christos Thrampoulidis Ehsan Abbasi B. Hassibi 180 220 0 23 Jan 2016
Statistical physics of inference: Thresholds and algorithms Lenka Zdeborová Florent Krzakala AI4CE 78 425 0 08 Nov 2015
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing D. Donoho Andrea Montanari 215 221 0 28 Oct 2013
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 186 318 0 16 Aug 2010
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 104 2,356 0 21 Jul 2009
A typical reconstruction limit of compressed sensing based on Lp-norm minimization Y. Kabashima Tadashi Wadayama Toshiyuki Tanaka 101 159 0 06 Jul 2009