Out-of-Distribution Detection using Synthetic Data Generation
- Momin Abbas
- Muneeza Azmat
- et al.
- 2025
- ICLR 2025
Publications
95 results for Trustworthy Generation
Contextual Value Alignment
- Kush Varshney
- Miao Liu
- et al.
- 2025
- ICASSP 2025
Combinatorial Test Design Model Creation using Large Language Models
- Debbie Furman
- Eitan Farchi
- et al.
- 2025
- IWCT 2025
Usage Governance Advisor: from Intent to AI Governance
- 2025
- AAAI 2025
Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic Hiring
- Buse Korkmaz
- Rahul Nair
- et al.
- 2025
- AAAI 2025
Distributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- 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
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
- Yufang Hou
- Alessandra Pascale
- et al.
- 2024
- NeurIPS 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- Gabriel Rioux
- Apoorva Nitsure
- et al.
- 2024
- NeurIPS 2024
Value Alignment from Unstructured Text
- 2024
- NeurIPS 2024