Maresa Schröder
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
causal inference
(2)
statistical inference
(1)
confidence interval
(1)
partial identification
(1)
unobserved confounding
(1)
heterogeneous treatment effect
(1)
conditional average treatment effect
(1)
worst-case guarantee
(1)
average treatment effect
(1)
fair prediction
(1)
causal fairness
(1)
prediction-powered inference
(1)
cate estimation
(1)
neural sensitivity analysis
(1)
finite-sample variance
(1)
instrument mapping
(1)
latent instrument space
(1)
differential privacy
(1)
neural partitioning
(1)
Papers
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
ICLR 2025
Differentially private learners for heterogeneous treatment effects
ICLR 2025
Learning Representations of Instruments for Partial Identification of Treatment Effects
ICML 2025
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework
ICLR 2024