activity
20182023
most citedA Generalized Neural Tangent Kernel Analysis for Two-layer Neural Networks

28 citations · 120 across the 12 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

hep-ph2023

Probing Heavy Neutrinos at the LHC from Fat-jet using Machine Learning

Wei Liu, Jing Li, Zixiang Chen +1

We explore the potential to use machine learning methods to search for heavy neutrinos, from their hadronic final states including a fat-jet signal, via the processes $pp \rightarr…

cs.LG2023

Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron

Jingfeng Wu, Difan Zou, Zixiang Chen +3

This paper considers the problem of learning a single ReLU neuron with squared loss (a.k.a., ReLU regression) in the overparameterized regime, where the input dimension can exceed…