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researcher

Daniel Golovin

12 papers hereh-index 267.2k citations56 works total

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

author position
  • sole author1
  • first author10
  • last author1

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.DS2
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedAdaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization

207 citations · 435 across the 12 of their papers we have counts for

collaborators
Showing 2011Show all

1 paper · 1 filter

cs.DS2011★ 19 cited

Adaptive Submodular Optimization under Matroid Constraints

Daniel Golovin, Andreas Krause

Many important problems in discrete optimization require maximization of a monotonic submodular function subject to matroid constraints. For these problems, a simple greedy algorit…

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