Ryusei Shingaki
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Cross-Pollinator (15)
๐
Trend Setter
Conferences
AAAI (2)
AISTATS (1)
NIPS (1)
Top co-authors
Research topics
Keywords
causal inference
(4)
potential outcome
(3)
statistical estimation
(2)
asymptotic normality
(2)
joint probability
(1)
method of moment
(1)
probability of sufficiency
(1)
causes of effect
(1)
probability of necessity
(1)
covariate information
(1)
experimental study
(1)
proxy covariate
(1)
singular model
(1)
observational study
(1)
randomized trial
(1)
augmented lagrangian method
(1)
Papers
Identification and Estimation of โCauses of Effectsโ using Covariate-Mediator Information
AISTATS 2024
Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance
AAAI 2023
Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information
AAAI 2023
Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information
NIPS 2021