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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 · 30 across the 10 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

stat.ME2023★ 1 cited

Anytime-valid inference in N-of-1 trials

Ivana Malenica, Yongyi Guo, Kyra Gan +1

App-based N-of-1 trials offer a scalable experimental design for assessing the effects of health interventions at an individual level. Their practical success depends on the strong…

stat.ML2023

Multi-task Highly Adaptive Lasso

Ivana Malenica, Rachael V. Phillips, Daniel Lazzareschi +3

We propose a novel, fully nonparametric approach for the multi-task learning, the Multi-task Highly Adaptive Lasso (MT-HAL). MT-HAL simultaneously learns features, samples and task…

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