Publications

97 results for Trustworthy Generation

Out-of-Distribution Detection using Synthetic Data Generation
- - Momin Abbas
  - Muneeza Azmat
  - et al.
- 2025
- ICLR 2025
Contextual Value Alignment
- - Kush Varshney
  - Miao Liu
  - et al.
- 2025
- ICASSP 2025
Multi-Armed Bandit with Sparse and Noisy Feedback
- - Djallel Bouneffouf
  - Raphael Feraud
  - et al.
- 2025
- ICASSP 2025
Combinatorial Test Design Model Creation using Large Language Models
- - Debbie Furman
  - Eitan Farchi
  - et al.
- 2025
- IWCT 2025
TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts
- - Baihan Lin
  - Stefan Zecevic
  - et al.
- 2025
- IUI 2025
Usage Governance Advisor: from Intent to AI Governance
- - Elizabeth Daly
  - Sean Rooney
  - et al.
- 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
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