A phase transition for finding needles in nonlinear haystacks with LASSO
artificial neural networks

A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks

21 January 2022

Nikolai Bobenko

Yen Ting Lin

Papers citing "A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks"

6 / 6 papers shown

Title
Training a neural netwok for data reduction and better generalization S. Sardy Maxime van Cutsem Xiaoyu Ma MLT 62 0 0 26 Nov 2024
Statistical Guarantees for Approximate Stationary Points of Simple Neural Networks Mahsa Taheri Fang Xie Johannes Lederer 11 0 0 09 May 2022
Consistent Sparse Deep Learning: Theory and Computation Y. Sun Qifan Song F. Liang BDL 25 28 0 25 Feb 2021
Truly Sparse Neural Networks at Scale Selima Curci D. Mocanu Mykola Pechenizkiy 18 19 0 02 Feb 2021
Deep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data Ben Adcock Simone Brugiapaglia N. Dexter S. Moraga 21 29 0 11 Dec 2020
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 243 7,597 0 03 Jul 2012