manabu kuroki
12 papers · 2010–2025 · 6 conferences · across top CS/AI conferences
Achievements
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Academic Marathon
(15)
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
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Century Club
(12)
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Unstoppable
(5)
Conferences
AAAI (3)
AISTATS (3)
UAI (3)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
causal inference
(7)
statistical estimation
(3)
potential outcome
(3)
causal effect estimation
(3)
causal effect
(2)
linear structural equation model
(2)
asymptotic normality
(2)
structural equation model
(1)
observational study
(1)
sensitivity analysis
(1)
penalized regression
(1)
graphical model
(1)
mean squared error
(1)
regularized regression
(1)
direct causal effect
(1)
linear regression
(1)
randomized trial
(1)
path-specific instrumental variable
(1)
augmented lagrangian method
(1)
asymptotic variance
(1)
Papers
PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects
AAAI 2025
Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable
UAI 2024
Identification and Estimation of βCauses of Effectsβ using Covariate-Mediator Information
AISTATS 2024
Proportion-based Sensitivity Analysis of Uncontrolled Confounding Bias in Causal Inference
IJCAI 2024
Probabilities of Causation for Continuous and Vector Variables
UAI 2024
Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information
AAAI 2023
Instrumental Variable Estimation of Average Partial Causal Effects
ICML 2023
Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance
AAAI 2023
Partially adaptive regularized multiple regression analysis for estimating linear causal effects
UAI 2022
Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information
NIPS 2021
On Estimating Causal Effects based on Supplemental Variables
AISTATS 2014
Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs
AISTATS 2010