Publications

809 results for Trustworthy AI

Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- - Gabriel Rioux
  - Apoorva Nitsure
  - et al.
- 2024
- NeurIPS 2024
Interpolating Item and User Fairness in Multi-Sided Recommendations
- - Qinyi Chen
  - Jason Cheuk Nam Liang
  - et al.
- 2024
- NeurIPS 2024
Weak Supervision Performance Evaluation via Partial Identification
- - Felipe Maia Polo
  - Subha Maity
  - et al.
- 2024
- NeurIPS 2024
Graph-based Uncertainty Metrics for Long-form Language Model Generations
- - Mingjian Jiang
  - Yangjun Yangjun
  - et al.
- 2024
- NeurIPS 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
- - Jinghan Jia
  - Jiancheng Liu
  - et al.
- 2024
- NeurIPS 2024
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Yash More
  - et al.
- 2024
- NeurIPS 2024
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2024
- NeurIPS 2024
Better Bias Benchmarking of Language Models via Multi-factor Analysis
- - Hannah Powers
  - Ioana Baldini Soares
  - et al.
- 2024
- NeurIPS 2024
Learning to Optimize Molecules with a Chemical Language Model
- - Jerret Ross
  - Samuel Hoffman
  - et al.
- 2024
- NeurIPS 2024
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- - Dennis Wei
  - Inkit Padhi
  - et al.
- 2024
- NeurIPS 2024