Ryusei Shingaki
5 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
causal inference
(4)
potential outcome
(3)
asymptotic normality
(2)
proxy covariate
(2)
statistical estimation
(2)
instrumental variable
(1)
joint probability
(1)
method of moment
(1)
probability of sufficiency
(1)
probability of causation
(1)
plug-in estimator
(1)
causes of effect
(1)
probability of necessity
(1)
covariate information
(1)
experimental study
(1)
singular model
(1)
case-control study
(1)
observational study
(1)
randomized trial
(1)
structural causal model
(1)
Papers
Evaluation of "Probabilities of Causation" in Case-Control Studies: Identification and Estimation
UAI 2026
Identification and Estimation of “Causes of Effects” 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
NeurIPS 2021