Yuta Kawakami
12 papers · 2016–2026 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (12) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(5)
π§
Keyword Pioneer
π§¬
Topic Evolution
π¬
Deep Specialist
(10)
π
Century Club Β· Bronze
π
Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(8)
Learning Types
(7)
Knowledge & Reasoning
(5)
Reasoning
(5)
Mathematics & Optimization
(3)
Optimization & Theory
(2)
Statistics
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Speech & Audio
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Keywords
causal inference
(8)
potential outcome
(5)
causal effect
(4)
instrumental variable
(3)
probability of causation
(2)
probability of necessity and sufficiency
(2)
causal mediation analysis
(2)
identification theorem
(2)
decision making under uncertainty
(1)
counterfactual reasoning
(1)
statistical estimation
(1)
randomized trial
(1)
feature enhancement
(1)
observational data
(1)
probability distribution
(1)
deep neural network
(1)
method of moment
(1)
nonparametric estimation
(1)
explainable artificial intelligence
(1)
noise robustness
(1)
Papers
Fixed-Confidence Best-Arm Identification for Causal Mediation Analysis
UAI 2026
Identification and Bounding of Central Moments of Causal Effects Using Marginal Moments Information
UAI 2026
Potential Outcome Rankings for Counterfactual Decision Making
AAAI 2026
Decomposition of Probabilities of Causation with Two Mediators
UAI 2025
Mediation Analysis for Probabilities of Causation
AAAI 2025
Moments of Causal Effects
UAI 2025
Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable
UAI 2024
Probabilities of Causation for Continuous and Vector Variables
UAI 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
Instrumental Variable-based Identification for Causal Effects using Covariate Information
AAAI 2021
DNN-Based Amplitude and Phase Feature Enhancement for Noise Robust Speaker Identification
Interspeech 2016