Minimax AUC Fairness: Efficient Algorithm with Provable Convergence
- Zhenhuan Yang
- Yan Lok Ko
- et al.
- 2023
- AAAI 2023
Publications
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85 results for Fairness, Accountability, Transparency
An AI-assisted Workbench for Material Discovery
- 2023
- ACS Fall 2023
LLMGuard: Guarding Against Unsafe LLM Behavior
- Shubh Goyal
- Medha Hira
- et al.
- 2024
- AAAI 2024
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models
- Bc Kwon
- Nandana Mihindukulasooriya
- 2023
- ACL 2023
Engineering Fair Machine Learning Pipelines
- Martin Hirzel
- Kiran Kate
- et al.
- 2021
- ICLR 2021
Addressing Unique Fairness Obstacles within Federated Learning
- Annie Abay
- Ebube Chuba
- et al.
- 2021
- AAAI 2021
Chi-square Information for Invariant Learning
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2020
- ICML 2020
Better Bias Benchmarking of Language Models via Multi-factor Analysis
- Hannah Powers
- Ioana Baldini Soares
- et al.
- 2024
- NeurIPS 2024
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- Ivoline Ngong
- Swanand Ravindra Kadhe
- et al.
- 2024
- NeurIPS 2024
Towards Collecting Royalties for Copyrighted Data for Generative Models
- Heiko Ludwig
- Yi Zhou
- et al.
- 2024
- ICWS 2024