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Yunwen Lei

The University of Hong Kong

31 papers hereh-index 241.5k citations69 works total

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

author position
  • sole author1
  • first author15
  • middle author14
  • last author1

Across the 31 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG25
  • stat.ML4
  • cs.AI2
affiliations
  • The University of Hong Kong
Homepage
same name
  • Yunwen Lei — 6 papers, h 3
  • Yunwen Lei — 4 papers, h 1
  • Yunwen Lei — 2 papers, h 3
  • Yunwen Lei — 1 paper
  • Yunwen Lei — 1 paper, h 1
  • Yunwen Lei — 1 paper, h 1

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
20152026
most citedMulti-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms

30 citations · 148 across the 30 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

cs.LG2016★ 17 cited

Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning

Niloofar Yousefi, Yunwen Lei, Marius Kloft +2

We show a Talagrand-type concentration inequality for Multi-Task Learning (MTL), using which we establish sharp excess risk bounds for MTL in terms of distribution- and data-depend…

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