◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Umut cSimcsekli

7 papers hereh-index 7234 citations11 works total

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

author position
  • first author1
  • middle author3
  • last author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.LG2
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedFractal Structure and Generalization Properties of Stochastic Optimization Algorithms

10 citations · 24 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023★ 1 cited

Generalization Bounds with Data-dependent Fractal Dimensions

Benjamin Dupuis, George Deligiannidis, Umut Şimşekli

Providing generalization guarantees for modern neural networks has been a crucial task in statistical learning. Recently, several studies have attempted to analyze the generalizati…

◍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.