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researcher

Umut Simsekli

47 papers hereh-index 313.2k citations106 works total

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

author position
  • sole author1
  • first author5
  • middle author24
  • last author12

Across the 42 of 47 papers where every author was matched, so the position is known.

fields
  • stat.ML30
  • cs.LG5
  • cs.CV3
  • math.OC3
  • cs.SD2
  • stat.CO2
same name
  • Umut Simsekli — 16 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedSpeech enhancement with variational autoencoders and alpha-stable distributions

44 citations · 217 across the 31 of their papers we have counts for

collaborators
Showing 2020 · cs.CVShow all

1 paper · 2 filters

cs.CV2020

Synchronizing Probability Measures on Rotations via Optimal Transport

Tolga Birdal, Michael Arbel, Umut Şimşekli +1

We introduce a new paradigm, measure synchronization, for synchronizing graphs with measure-valued edges. We formulate this problem as maximization of the cycle-consiste…

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