Chun-Hao Chang

Joined

September 2018

Names

Chun-Hao Chang (Preferred)

Emails

****@cs.toronto.edu (Confirmed)

,

****@mail.utoronto.ca (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of Toronto (toronto.edu)

2018 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Anna Goldenberg

2016 – Present

Expertise

Interpretability

2016 – Present

Publications

Data-Efficient and Interpretable Tabular Anomaly Detection
Chun-Hao Chang, Jinsung Yoon, Sercan O Arik, Madeleine Udell, Tomas Pfister
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Extracting Expert's Goals by What-if Interpretable Modeling
Chun-Hao Chang, George Alexandru Adam, Rich Caruana, Anna Goldenberg
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning
Chun-Hao Chang, Rich Caruana, Anna Goldenberg
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Spotlight
- Readers: Everyone
Towards Robust Classification Model by Counterfactual and Invariant Data Generation
Chun-Hao Chang, George Alexandru Adam, Anna Goldenberg
- 14 Jun 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
How Interpretable and Trustworthy are GAMs?
Chun-Hao Chang, Sarah Tan, Ben Lengerich, Anna Goldenberg, Rich Caruana
- 14 Jun 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Dynamic Measurement Scheduling for Event Forecasting using Deep RL
Chun-Hao Chang, Mingjie Mai, Anna Goldenberg
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone

Co-Authors