Tobias Hatt
5 papers · 2022–2024 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AAAI (1)
AISTATS (1)
CLEAR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
causal inference
(3)
off-policy learning
(2)
domain adaptation
(1)
deep learning
(1)
minimax optimization
(1)
gaussian process
(1)
branch and bound
(1)
covariate shift
(1)
latent variable model
(1)
personalized medicine
(1)
unobserved confounder
(1)
treatment effect
(1)
disjunctive normal form
(1)
conditional average treatment effect
(1)
sample selection bia
(1)
clinical decision making
(1)
individualized treatment effect
(1)
doubly robust
(1)
interpretable policy
(1)
patient trajectory
(1)
Papers
Sequential Deconfounding for Causal Inference with Unobserved Confounders
CLEAR 2024
Estimating Average Causal Effects from Patient Trajectories
AAAI 2023
Estimating Conditional Average Treatment Effects with Missing Treatment Information
AISTATS 2023
Interpretable Off-Policy Learning via Hyperbox Search
ICML 2022
Generalizing off-policy learning under sample selection bias
UAI 2022