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researcher

Miroslav Dudík

36 papers hereh-index 3536.1k citations79 works total

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

author position
  • first author10
  • middle author19
  • last author7

Across the 36 of 36 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • cs.GT6
  • cs.HC2
  • stat.ML2
  • cs.LO1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedImproving fairness in machine learning systems: What do industry practitioners need?

758 citations · 2.2k across the 33 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 19 cited

Optimal and Adaptive Off-policy Evaluation in Contextual Bandits

Yu-Xiang Wang, Alekh Agarwal, Miroslav Dudik

We study the off-policy evaluation problem---estimating the value of a target policy using data collected by another policy---under the contextual bandit model. We consider the gen…

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