Publications

98 results for Dennis Wei

One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability Techniques
- - Vijay Arya
  - Rachel K. Bellamy
  - et al.
- 2021
- INFORMS 2021
Talk
What Changed? Interpretable Model Comparison
- - Rahul Nair
  - Massimiliano Mattetti
  - et al.
- 2021
- IJCAI 2021
Conference paper
Conditionally Independent Data Generation
- - Kartik Ahuja
  - Prasanna Sattigeri
  - et al.
- 2021
- UAI 2021
Conference paper
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- - Dennis Wei
- 2021
- ICML 2021
Conference paper
Treatment Effect Estimation Using Invariant Risk Minimization
- - Abhin Shah
  - Kartik Ahuja
  - et al.
- 2021
- ICASSP 2021
Conference paper
Optimized score transformation for consistent fair classification
- - Dennis Wei
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2021
- JMLR
Paper
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks
- - Dennis Wei
  - Tian Gao
  - et al.
- 2020
- NeurIPS 2020
Conference paper
Optimal Policies for the Homogeneous Selective Labels Problem
- - Dennis Wei
- 2020
- NeurIPS 2020
Workshop paper
Human Cognitive Biases in Interpreting Machine Learning
- - Charvi Rastogi
  - Yunfeng Zhang
  - et al.
- 2020
- INFORMS 2020
Talk
Optimized Score Transformation for Fair Classification
- - Dennis Wei
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2020
- AISTATS 2020
Conference paper