Jonas Schweisthal
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Knowledge & Reasoning
(3)
Machine Learning
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Reasoning
(2)
Representation
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Types
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
partial identification
(2)
conditional average treatment effect
(2)
causal inference
(2)
diffusion model
(1)
propensity score
(1)
personalized medicine
(1)
confidence interval
(1)
selection bia
(1)
treatment effect
(1)
heterogeneous treatment effect
(1)
instrumental variable
(1)
average treatment effect
(1)
potential outcome
(1)
prediction-powered inference
(1)
counterfactual distribution
(1)
conditional denoising diffusion
(1)
conditional denoising
(1)
dosage optimization
(1)
bounds
(1)
meta-learners
(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
DiffPO: A causal diffusion model for learning distributions of potential outcomes
NeurIPS 2024
Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments
ICML 2024
Reliable Off-Policy Learning for Dosage Combinations
NeurIPS 2023