Two models of double descent for weak features

18 March 2019

Papers citing "Two models of double descent for weak features"

12 / 262 papers shown

Title
MaxiMin Active Learning in Overparameterized Model Classes} Mina Karzand Robert D. Nowak 14 20 0 29 May 2019
Implicit Rugosity Regularization via Data Augmentation Daniel LeJeune Randall Balestriero Hamid Javadi Richard G. Baraniuk 12 4 0 28 May 2019
Empirical Risk Minimization in the Interpolating Regime with Application to Neural Network Learning Nicole Mücke Ingo Steinwart AI4CE 19 2 0 25 May 2019
Linearized two-layers neural networks in high dimension Behrooz Ghorbani Song Mei Theodor Misiakiewicz Andrea Montanari MLT 18 241 0 27 Apr 2019
Surprises in High-Dimensional Ridgeless Least Squares Interpolation Trevor Hastie Andrea Montanari Saharon Rosset R. Tibshirani 36 728 0 19 Mar 2019
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression Ji Xu A. Maleki Kamiar Rahnama Rad Daniel J. Hsu 11 13 0 05 Feb 2019
Scaling description of generalization with number of parameters in deep learning Mario Geiger Arthur Jacot S. Spigler Franck Gabriel Levent Sagun Stéphane dÁscoli Giulio Biroli Clément Hongler M. Wyart 52 195 0 06 Jan 2019
Regularized Zero-Variance Control Variates Leah F. South Chris J. Oates Antonietta Mira Christopher C. Drovandi BDL 22 19 0 13 Nov 2018
A jamming transition from under- to over-parametrization affects loss landscape and generalization S. Spigler Mario Geiger Stéphane dÁscoli Levent Sagun Giulio Biroli M. Wyart 33 151 0 22 Oct 2018
A Modern Take on the Bias-Variance Tradeoff in Neural Networks Brady Neal Sarthak Mittal A. Baratin Vinayak Tantia Matthew Scicluna Simon Lacoste-Julien Ioannis Mitliagkas 37 167 0 19 Oct 2018
Optimal ridge penalty for real-world high-dimensional data can be zero or negative due to the implicit ridge regularization D. Kobak Jonathan Lomond Benoit Sanchez 35 89 0 28 May 2018
High-dimensional dynamics of generalization error in neural networks Madhu S. Advani Andrew M. Saxe AI4CE 90 464 0 10 Oct 2017