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researcher

M. Kloft

RPTU, Kaiserslautern

58 papers hereh-index 4411.2k citations164 works total

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

author position
  • first author4
  • middle author28
  • last author25

Across the 57 of 58 papers where every author was matched, so the position is known.

fields
  • cs.LG35
  • stat.ML11
  • cs.CV6
  • cs.AI2
  • cs.CL2
  • physics.chem-ph2
affiliations
  • RPTU, Kaiserslautern
Homepage

identity via Semantic Scholar / OpenAlex

activity
20102024
most citedA Unifying Review of Deep and Shallow Anomaly Detection

897 citations · 2.2k across the 55 of their papers we have counts for

collaborators
Showing 2016 · cs.LGShow all

1 paper · 2 filters

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.