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Matthew Esmaili Mallory

3 papers hereh-index 217 citations3 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.ST1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedArbitrary-Depth Universal Approximation Theorems for Operator Neural Networks

5 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

math.ST2025

Universality of High-Dimensional Logistic Regression and a Novel CGMT under Dependence with Applications to Data Augmentation

Matthew Esmaili Mallory, Kevin Han Huang, Morgane Austern

Over the last decade, a wave of research has characterized the exact asymptotic risk of many high-dimensional models in the proportional regime. Two foundational results have drive…

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