Chun-Hao Chang
5 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
ICLR (2)
AISTATS (1)
CVPR (1)
ICML (1)
Top co-authors
Keywords
causal inference
(1)
deep reinforcement learning
(1)
image classification
(1)
off-policy evaluation
(1)
domain generalization
(1)
domain adaptation
(1)
data augmentation
(1)
event forecasting
(1)
additive model
(1)
spurious correlation
(1)
invariant learning
(1)
action space
(1)
budget constraint
(1)
variance decomposition
(1)
functional anovum
(1)
causal feature
(1)
counterfactual generation
(1)
interaction effect
(1)
invariant feature
(1)
measurement scheduling
(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
Explaining Image Classifiers by Counterfactual Generation
ICLR 2019
Dynamic Measurement Scheduling for Event Forecasting using Deep RL
ICML 2019