Replica analysis of overfitting in generalized linear regression models
Work
Year: 2020
Type: article
Abstract: Nearly all statistical inference methods were developed for the regime where the number N of data samples is much larger than the data dimension p. Inference protocols such as maximum likelihood (ML) ... more
Institutions Saddle Point Science (United Kingdom), London Institute for Mathematical Sciences, Radboud University Nijmegen, King's College London
Cites: 90
Cited by: 18
Related to: 10
FWCI: 2.332
Citation percentile (by year/subfield): 83.58
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: green