Publications

82 results for Dennis Wei

Add-Remove-or-Relabel: Practitioner-Friendly Bias Mitigation via Influential Fairness
- - Brianna Richardson
  - Prasanna Sattigeri
  - et al.
- 2023
- FAccT 2023
A Statistical Interpretation of the Maximum Subarray Problem
- - Dennis Wei
  - Dmitry Malioutov
- 2023
- ICASSP 2023
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
- - Hussein Mozannar
  - Hunter Lang
  - et al.
- 2023
- AISTATS 2023
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- - Dmitry Malioutov
  - Sanjeeb Dash
  - et al.
- 2023
- AISTATS 2023
Convex Bounds on the Softmax Function with Applications to Robustness Verification
- - Dennis Wei
  - Haoze Wu
  - et al.
- 2023
- AISTATS 2023
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- - Dennis Wei
  - Rahul Nair
  - et al.
- 2022
- NeurIPS 2022
FROTE: Feedback Rule-Driven Oversampling for Editing Models
- - Oznur Alkan
  - Dennis Wei
  - et al.
- 2022
- MLSys 2022
AI Explainability 360: Impact and Design
- - Vijay Arya
  - Rachel K. E. Bellamy
  - et al.
- 2022
- IAAI 2022
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text Classification
- - Ioana Baldini Soares
  - Dennis Wei
  - et al.
- 2022
- ACL 2022
Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making
- - Charvi Rastogi
  - Yunfeng Zhang
  - et al.
- 2022
- PACM HCI