Satoshi Hara
15 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Grand Slam
🧭
Keyword Pioneer
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Keyword Champion
(2)
📈
Trend Setter
🔥
Unstoppable · Bronze
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Century Club · Bronze
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Keyword Collector
(70)
Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(10)
Core AI
(10)
Optimization & Theory
(7)
Core Methods
(5)
Application Areas
(4)
Mathematics & Optimization
(3)
Deep Learning
(2)
Learning Types
(2)
Optimization
(2)
Computer Science
(1)
Computer Vision
(1)
Architectures
(1)
Domain-Specific
(1)
Foundations
(1)
Keywords
model explanation
(3)
black-box model
(3)
sampling bia
(2)
decision tree
(2)
stochastic gradient descent
(2)
optimal transport
(1)
feature selection
(1)
algorithmic fairness
(1)
sliced wasserstein distance
(1)
feature attribution
(1)
model interpretability
(1)
probability distribution
(1)
two-sample test
(1)
bayesian model selection
(1)
biased sampling
(1)
bayesian optimization
(1)
machine learning
(1)
explainable ai
(1)
tree ensemble
(1)
data perturbation
(1)
Papers
Algorithmic Recourse for Long-Term Improvement
ICML 2025
Fast Stealthily Biased Sampling Using Sliced Wasserstein Distance
ACML 2024
Average Sensitivity of Decision Tree Learning
ICLR 2023
Fooling SHAP with Stealthily Biased Sampling
ICLR 2023
Explainable and Local Correction of Classification Models Using Decision Trees
AAAI 2022
Characterizing the risk of fairwashing
NeurIPS 2021
Evaluation of Similarity-based Explanations
ICLR 2021
Faking Fairness via Stealthily Biased Sampling
AAAI 2020
Interpretable Companions for Black-Box Models
AISTATS 2020
Data Cleansing for Models Trained with SGD
NeurIPS 2019
Fairwashing: the risk of rationalization
ICML 2019
SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA
ACML 2019
Making Tree Ensembles Interpretable: A Bayesian Model Selection Approach
AISTATS 2018
Consistent and Efficient Nonparametric Different-Feature Selection
AISTATS 2017
A Consistent Method for Graph Based Anomaly Localization
AISTATS 2015