◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Nick Alger

8 papers hereh-index 8113 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.NA6
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedInexact Newton Methods for Stochastic Nonconvex Optimization with Applications to Neural Network Training

12 citations · 14 across the 6 of their papers we have counts for

collaborators
Showing 2020 · math.OCShow all

1 paper · 2 filters

math.OC2020★ 2 cited

Low Rank Saddle Free Newton: A Scalable Method for Stochastic Nonconvex Optimization

Thomas O'Leary-Roseberry, Nick Alger, Omar Ghattas

In modern deep learning, highly subsampled stochastic approximation (SA) methods are preferred to sample average approximation (SAA) methods because of large data sets as well as g…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.