Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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65 results for Dennis Wei

AI Explainability 360: Impact and Design
- - Vijay Arya
  - Rachel Bellamy
  - et al.
- 2022
- IAAI 2022
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions
- - Isha Puri
  - Amit Dhurandhar
  - et al.
- 2021
- NeurIPS 2021
What Changed? Interpretable Model Comparison
- - Rahul Nair
  - Massimiliano Mattetti
  - et al.
- 2021
- IJCAI 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- - Dennis Wei
- 2021
- ICML 2021
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks
- - Dennis Wei
  - Tian Gao
  - et al.
- 2020
- NeurIPS 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
Stress-testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities
- - Karan Bhanot
  - Ioana Baldini Soares
  - et al.
- 2023
- AIES 2023
Add-Remove-or-Relabel: Practitioner-Friendly Bias Mitigation via Influential Fairness
- - Brianna Richardson
  - Prasanna Sattigeri
  - et al.
- 2023
- FAccT 2023
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- - Dennis Wei
  - Rahul Nair
  - et al.
- 2022
- NeurIPS 2022
Generalized linear rule models
- - Dennis Wei
  - Sanjeeb Dash
  - et al.
- 2019
- ICML 2019