Konstantin Hess
5 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
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
causal inference
(4)
statistical inference
(1)
variational inference
(1)
bayesian inference
(1)
uncertainty quantification
(1)
continuous time
(1)
propensity score
(1)
confidence interval
(1)
partial identification
(1)
electronic health record
(1)
differential equation
(1)
treatment effect
(1)
heterogeneous treatment effect
(1)
conditional average treatment effect
(1)
average treatment effect
(1)
potential outcome
(1)
doubly robust
(1)
inverse propensity score
(1)
patient trajectory
(1)
prediction-powered inference
(1)
Papers
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
ICLR 2025
Learning Representations of Instruments for Partial Identification of Treatment Effects
ICML 2025
Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
ICLR 2025
Stabilized Neural Prediction of Potential Outcomes in Continuous Time
ICLR 2025
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
ICLR 2024