Satoshi Hara
15 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (10) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (22)
π
Academic Marathon
(10)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Grand Slam
π₯
Unstoppable
(9)
π
Century Club
(15)
Conferences
AISTATS (4)
ICLR (3)
AAAI (2)
ACML (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
black-box model
(3)
model explanation
(2)
algorithmic fairness
(1)
feature selection
(1)
bias detection
(1)
explainable ai
(1)
probability distribution
(1)
influence function
(1)
two-sample test
(1)
bayesian model selection
(1)
machine learning
(1)
tree ensemble
(1)
deep neural network
(1)
model training
(1)
decision tree
(1)
model interpretability
(1)
interpretable model
(1)
biased sampling
(1)
classification model
(1)
stochastic gradient descent
(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
NIPS 2021
Evaluation of Similarity-based Explanations
ICLR 2021
Interpretable Companions for Black-Box Models
AISTATS 2020
Faking Fairness via Stealthily Biased Sampling
AAAI 2020
Data Cleansing for Models Trained with SGD
NIPS 2019
SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA
ACML 2019
Fairwashing: the risk of rationalization
ICML 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