Jonas Schweisthal
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(13)
Conferences
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
causal inference
(1)
off-policy learning
(1)
diffusion model
(1)
propensity score
(1)
personalized medicine
(1)
selection bia
(1)
treatment effect
(1)
heterogeneous treatment effect
(1)
potential outcome
(1)
counterfactual distribution
(1)
conditional denoising diffusion
(1)
conditional denoising
(1)
dosage optimization
(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
NIPS 2024
Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments
ICML 2024
Reliable Off-Policy Learning for Dosage Combinations
NIPS 2023