Publications

82 results for Dennis Wei

DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks
- - Dennis Wei
  - Tian Gao
  - et al.
- 2020
- NeurIPS 2020
Optimal Policies for the Homogeneous Selective Labels Problem
- - Dennis Wei
- 2020
- NeurIPS 2020
Human Cognitive Biases in Interpreting Machine Learning
- - Charvi Rastogi
  - Yunfeng Zhang
  - et al.
- 2020
- INFORMS 2020
Characterization of Overlap in Observational Studies
- - Michael Oberst
  - Fredrik D. Johansson
  - et al.
- 2020
- AISTATS 2020
Optimized Score Transformation for Fair Classification
- - Dennis Wei
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2020
- AISTATS 2020
Is there a trade-off between fairness and accuracy? A perspective using mismatched hypothesis testing
- - Sanghamitra Dutta
  - Dennis Wei
  - et al.
- 2020
- ICML 2020
Consumer-Driven Explanations for Machine Learning Decisions: An Empirical Study of Robustness
- - Michael Hind
  - Dennis Wei
  - et al.
- 2020
- ICML 2020
Ai explainability 360: An extensible toolkit for understanding data and machine learning models
- - Vijay Arya
  - Rachel Bellamy
  - et al.
- 2020
- JMLR
Model Projection: Theory and Applications to Fair Machine Learning
- - Wael Alghamdi
  - Shahab Asoodeh
  - et al.
- 2020
- ISIT 2020
Interpretable subgroup discovery in treatment effect estimation with application to opioid prescribing guidelines
- - Chirag Nagpal
  - Dennis Wei
  - et al.
- 2020
- CHIL 2020