Model Projection: Theory and Applications to Fair Machine Learning
- Wael Alghamdi
- Shahab Asoodeh
- et al.
- 2020
- ISIT 2020
Publications
84 results for Dennis Wei
Interpretable subgroup discovery in treatment effect estimation with application to opioid prescribing guidelines
- Chirag Nagpal
- Dennis Wei
- et al.
- 2020
- CHIL 2020
AI Explainability 360 Toolkit
- Vijay Arya
- Rachel Bellamy
- et al.
- 2021
- CODS-COMAD 2021
Generalized linear rule models
- Dennis Wei
- Sanjeeb Dash
- et al.
- 2019
- ICML 2019
Confronting data sparsity to identify potential sources of Zika virus spillover infection among primates
- Barbara A. Han
- Subhabrata Majumdar
- et al.
- 2019
- Epidemics
TED: Teaching AI to explain its decisions
- Michael Hind
- Dennis Wei
- et al.
- 2019
- AIES 2019
Fair transfer learning with missing protected attributes
- Amanda Coston
- Karthikeyan Natesan Ramamurthy
- et al.
- 2019
- AIES 2019
Boolean decision rules via column generation
- Sanjeeb Dash
- Oktay Günlük
- et al.
- 2018
- NeurIPS 2018
Data pre-processing for discrimination prevention: Information-theoretic optimization and analysis
- Flavio Du Pin Calmon
- Dennis Wei
- et al.
- 2018
- IEEE JSTSP
On the Supermodularity of Active Graph-Based Semi-Supervised Learning with Stieltjes Matrix Regularization
- 2018
- ICASSP 2018