Sorawit Saengkyongam
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(11)
π
Keyword Champion
Conferences
JMLR (2)
ICLR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
causal inference
(3)
reinforcement learning
(1)
zero-shot learning
(1)
domain generalization
(1)
reproducing kernel hilbert space
(1)
nonparametric estimation
(1)
hidden confounding
(1)
policy generalization
(1)
structural causal model
(1)
invariant learning
(1)
unobserved confounding
(1)
counterfactual inference
(1)
distributional treatment effect
(1)
instrumental variable
(1)
nonlinear continuous model
(1)
joint intervention
(1)
causal function
(1)
distribution generalization
(1)
higher moment
(1)
counterfactual distribution
(1)
Papers
Identifying Representations for Intervention Extrapolation
ICLR 2024
Effect-Invariant Mechanisms for Policy Generalization
JMLR 2024
Exploiting Independent Instruments: Identification and Distribution Generalization
ICML 2022
Counterfactual Mean Embeddings
JMLR 2021
Learning Joint Nonlinear Effects from Single-variable Interventions in the Presence of Hidden Confounders
UAI 2020