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researcher

I. Malenica

10 papers hereh-index 191.7k citations54 works total

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

author position
  • first author4
  • middle author3
  • last author2

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • math.ST3
  • stat.ML2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedMore Efficient Off-Policy Evaluation through Regularized Targeted Learning

17 citations · 28 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2019★ 17 cited

More Efficient Off-Policy Evaluation through Regularized Targeted Learning

Aurélien F. Bibaut, Ivana Malenica, Nikos Vlassis +1

We study the problem of off-policy evaluation (OPE) in Reinforcement Learning (RL), where the aim is to estimate the performance of a new policy given historical data that may have…

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