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researcher

I. Tzoulaki

3 papers hereh-index 8931.5k citations369 works total

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • q-bio.TO1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedEfficient estimation of weighted cumulative treatment effects by double/debiased machine learning

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

stat.ME2023★ 1 cited

Efficient estimation of weighted cumulative treatment effects by double/debiased machine learning

Shenbo Xu, Bang Zheng, Bowen Su +5

In empirical studies with time-to-event outcomes, investigators often leverage observational data to conduct causal inference on the effect of exposure when randomized controlled t…

cs.LG2019

Tensor Dropout for Robust Learning

Arinbjörn Kolbeinsson, Jean Kossaifi, Yannis Panagakis +4

CNNs achieve remarkable performance by leveraging deep, over-parametrized architectures, trained on large datasets. However, they have limited generalization ability to data outsid…

q-bio.TO2009

Variant assumptions made in deriving equilibrium solutions to Little et al (PLoS Comput Biol 2009 5(10) e1000539)

Mark P Little, Anna Gola, Ioanna Tzoulaki +1

The paper of Little et al. (PloS Comput Biol 2009 5(10) e1000539) outlined a system of reaction-diffusion equations that were used to describe induction of atherosclerotic disease.…

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