manabu kuroki
13 papers · 2010–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (13) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🔬
Deep Specialist
(12)
🗃️
Keyword Collector
(52)
📈
Trend Setter
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
causal inference
(9)
instrumental variable
(3)
potential outcome
(3)
causal effect estimation
(3)
statistical estimation
(3)
asymptotic normality
(2)
linear structural equation model
(2)
causal effect
(2)
proxy covariate
(2)
graphical model
(1)
observational study
(1)
penalized regression
(1)
regularized regression
(1)
structural equation model
(1)
mean squared error
(1)
linear regression
(1)
nonparametric estimation
(1)
randomized trial
(1)
structural causal model
(1)
counterfactual reasoning
(1)
Papers
Evaluation of "Probabilities of Causation" in Case-Control Studies: Identification and Estimation
UAI 2026
PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects
AAAI 2025
Identification and Estimation of “Causes of Effects” using Covariate-Mediator Information
AISTATS 2024
Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable
UAI 2024
Probabilities of Causation for Continuous and Vector Variables
UAI 2024
Proportion-based Sensitivity Analysis of Uncontrolled Confounding Bias in Causal Inference
IJCAI 2024
Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance
AAAI 2023
Instrumental Variable Estimation of Average Partial Causal Effects
ICML 2023
Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information
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
NeurIPS 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