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F. Bach

167 papers hereh-index 10856.4k citations386 works total

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

author position
  • sole author18
  • first author7
  • middle author71
  • last author67

Across the 163 of 167 papers where every author was matched, so the position is known.

fields
  • cs.LG67
  • math.OC44
  • stat.ML34
  • cs.CV4
  • cs.SD3
  • math.ST3
same name
  • F. Bach — 11 papers, h 5
  • F. Bach — 4 papers, h 6

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

works on
computer vision 1image matching 1object discovery 1optimization 1unsupervised learning 1

From the 1 of 167 linked papers with an AI index.

activity
20062026
most citedSupervised Dictionary Learning

735 citations · 3.1k across the 97 of their papers we have counts for

collaborators
Showing 2006 · cs.LGShow all

1 paper · 2 filters

cs.LG2006★ 100 cited

Low-rank matrix factorization with attributes

Jacob Abernethy, Francis Bach, Theodoros Evgeniou +1

We develop a new collaborative filtering (CF) method that combines both previously known users' preferences, i.e. standard CF, as well as product/user attributes, i.e. classical fu…

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