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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 2019Show all

1 paper · 1 filter

cs.LG2019★ 39 cited

Gradientless Descent: High-Dimensional Zeroth-Order Optimization

Daniel Golovin, John Karro, Greg Kochanski +3

Zeroth-order optimization is the process of minimizing an objective f(x), given oracle access to evaluations at adaptively chosen inputs x. In this paper, we present two simple…

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