Chun-Hao Chang
5 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(2)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Clinical
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Techniques
(1)
Keywords
counterfactual generation
(2)
deep reinforcement learning
(1)
image classification
(1)
off-policy evaluation
(1)
domain generalization
(1)
domain adaptation
(1)
data augmentation
(1)
model interpretability
(1)
saliency map
(1)
event forecasting
(1)
generative model
(1)
additive model
(1)
decision boundary
(1)
spurious correlation
(1)
image classifier
(1)
self-supervised pretraining
(1)
invariant learning
(1)
action space
(1)
generalized additive model
(1)
budget constraint
(1)
Papers
NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning
ICLR 2022
Towards Robust Classification Model by Counterfactual and Invariant Data Generation
CVPR 2021
Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models
AISTATS 2020
Dynamic Measurement Scheduling for Event Forecasting using Deep RL
ICML 2019
Explaining Image Classifiers by Counterfactual Generation
ICLR 2019