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researcher

Matus Telgarsky

46 papers hereh-index 266.5k citations64 works total

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

author position
  • sole author12
  • first author3
  • middle author9
  • last author22

Across the 46 of 46 papers where every author was matched, so the position is known.

fields
  • cs.LG39
  • cs.GT3
  • cs.DS1
  • math.OC1
  • math.PR1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedSpectrally-normalized margin bounds for neural networks

174 citations · 991 across the 46 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2025

Basic Inequalities for First-Order Optimization with Applications to Statistical Risk Analysis

Seunghoon Paik, Kangjie Zhou, Matus Telgarsky +1

In this work, we introduce basic inequalities for first-order iterative optimization algorithms, forming a simple yet versatile framework which connects implicit and exp…

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