Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs
- Swanand Ravindra Kadhe
- Farhan Ahmed
- et al.
- 2024
- ICML 2024
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77 results for Dennis Wei
Simulating Iterative Human-AI Interaction in Programming with LLMs
- Hussein Mozannar
- Valerie Chen
- et al.
- 2023
- NeurIPS 2023
Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text Datasets
- Kofi Arhin
- Ioana Baldini Soares
- et al.
- 2021
- NeurIPS 2021
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text Classification
- 2022
- ACL 2022
Performance guarantees for adaptive estimation of sparse signals
- Dennis Wei
- Alfred O. Hero
- 2015
- IEEE Trans. Inf. Theory
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
Convex Bounds on the Softmax Function with Applications to Robustness Verification
- Dennis Wei
- Haoze Wu
- et al.
- 2023
- AISTATS 2023
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- Dmitry Malioutov
- Sanjeeb Dash
- et al.
- 2023
- AISTATS 2023
FROTE: Feedback Rule-Driven Oversampling for Editing Models
- Oznur Alkan
- Dennis Wei
- et al.
- 2022
- MLSys 2022