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researcher

Hanbaek Lyu

56 papers hereh-index 11375 citations94 works total

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

author position
  • sole author6
  • first author11
  • middle author25
  • last author14

Across the 56 of 56 papers where every author was matched, so the position is known.

fields
  • math.PR21
  • math.OC9
  • cs.LG5
  • math.CO4
  • math.DS4
  • stat.ML4

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedOnline nonnegative CP-dictionary learning for Markovian data

14 citations · 92 across the 50 of their papers we have counts for

collaborators
Showing 2026 · math.DSShow all

1 paper · 2 filters

math.DS2026

Finding Koopman Invariant Subspaces via Personalized PageRank

Hyukpyo Hong, Qin Li, Matthew J. Colbrook +1

Selecting a finite dictionary of observables whose span is Koopman-invariant is a central challenge in data-driven Koopman operator approximation. We address this problem by exploi…

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