Yoichi Chikahara
5 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
UAI (2)
AAAI (1)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
causal inference
(3)
heterogeneous treatment effect
(2)
uncertainty quantification
(1)
supervised learning
(1)
feature importance
(1)
posterior distribution
(1)
gaussian process
(1)
conditional distribution
(1)
individual fairness
(1)
conditional average treatment effect
(1)
distributional treatment effect
(1)
partially linear model
(1)
time series analysis
(1)
path-specific causal effect
(1)
bayesian inference
(1)
Papers
Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model
AAAI 2024
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation
UAI 2024
Feature selection for discovering distributional treatment effect modifiers
UAI 2022
Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint
AISTATS 2021
Causal Inference in Time Series via Supervised Learning
IJCAI 2018