Kuroki, Manabu

20 publications

AAAI 2025 PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects Hisayoshi Nanmo, Manabu Kuroki

UAI 2024 Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable Yuta Kawakami, Manabu Kuroki, Jin Tian

AISTATS 2024 Identification and Estimation of “Causes of Effects” Using Covariate-Mediator Information Ryusei Shingaki, Manabu Kuroki

UAI 2024 Probabilities of Causation for Continuous and Vector Variables Yuta Kawakami, Manabu Kuroki, Jin Tian

IJCAI 2024 Proportion-Based Sensitivity Analysis of Uncontrolled Confounding Bias in Causal Inference Haruka Yoshida, Manabu Kuroki

AAAI 2023 Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-Compliance Yuta Kawakami, Ryusei Shingaki, Manabu Kuroki

ICML 2023 Instrumental Variable Estimation of Average Partial Causal Effects Yuta Kawakami, Manabu Kuroki, Jin Tian

AAAI 2023 Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information Ryusei Shingaki, Manabu Kuroki

UAI 2022 Partially Adaptive Regularized Multiple Regression Analysis for Estimating Linear Causal Effects Hisayoshi Nanmo, Manabu Kuroki

NeurIPS 2021 Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information Ryusei Shingaki, Manabu Kuroki

AISTATS 2014 On Estimating Causal Effects Based on Supplemental Variables Takahiro Hayashi, Manabu Kuroki

AISTATS 2010 Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs Hei Chan, Manabu Kuroki

UAI 2008 On Identifying Total Effects in the Presence of Latent Variables and Selection Bias Zhihong Cai, Manabu Kuroki

UAI 2007 Evaluation of the Causal Effect of Control Plans in Nonrecursive Structural Equation Models Manabu Kuroki, Zhihong Cai

UAI 2006 Stratified Analysis of 'Probabilities of Causation' Manabu Kuroki, Zhihong Cai

UAI 2005 Counterfactual Reasoning in Linear Structural Equation Models Zhihong Cai, Manabu Kuroki

AISTATS 2005 Instrumental Variable Tests for Directed Acyclic Graph Models Manabu Kuroki, Zhihong Cai

UAI 2005 The Graphical Identification for Total Effects by Using Surrogate Variables Manabu Kuroki, Zhihong Cai, Hiroki Motogaito

UAI 2004 Selection of Identifiability Criteria for Total Effects by Using Path Diagrams Manabu Kuroki, Zhihong Cai

AISTATS 2003 The Joint Causal Effect in Linear Structural Equation Model and Its Application to Process Analysis Manabu Kuroki, Zhihong Cai