◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Ilyes Khemakhem

6 papers hereh-index 51.2k citations6 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedVariational Autoencoders and Nonlinear ICA: A Unifying Framework

121 citations · 154 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 3 cited

Nonlinear Independent Component Analysis for Principled Disentanglement in Unsupervised Deep Learning

Aapo Hyvarinen, Ilyes Khemakhem, Hiroshi Morioka

A central problem in unsupervised deep learning is how to find useful representations of high-dimensional data, sometimes called "disentanglement". Most approaches are heuristic an…

◍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.