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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 2026 · math.NAShow all

1 paper · 2 filters

math.NA2026

Tucker Tensor Train Taylor Series

Nick Alger, Blake Christierson, Peng Chen +1

Learning derivative-accurate surrogates for implicit simulators is a key challenge in scientific machine learning. High-order Taylor surrogates have long been considered intractabl…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.