Publications

960 results for Trustworthy AI

Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
- - Xiangyu Qi
  - Yi Zeng
  - et al.
- 2024
- ICLR 2024
Conference paper
Uncertainty Quantification via Stable Distribution Propagation
- - Felix Petersen
  - Aashwin Mishra
  - et al.
- 2024
- ICLR 2024
Conference paper
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models
- - Yan Liu
  - Yu Liu
  - et al.
- 2024
- ICLR 2024
Conference paper
Unraveling the Key Components of OOD Generalization via Diversification
- - Harold Benoit
  - Liangze Jiang
  - et al.
- 2024
- ICLR 2024
Conference paper
Aligners: Decoupling LLMs and Alignment
- - Lilian Ngweta
  - Mayank Agarwal
  - et al.
- 2024
- ICLR 2024
Short paper
Data Forging Is Harder Than You Think
- - Mohamed Suliman
  - Swanand Ravindra Kadhe
  - et al.
- 2024
- ICLR 2024
Workshop paper
Empowering Sustainable Finance: Leveraging Large Language Models for Climate-Aware Investments
- - Ayush Jain
  - Manikandan Padmanaban
  - et al.
- 2024
- ICLR 2024
Workshop paper
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers
- - Natalia Martinez Gil
  - Martin Bertran
  - et al.
- 2024
- AISTATS 2024
Conference paper
Manifold-Aligned Counterfactual Explanations for Neural Networks
- - Georgia Perakis
  - Wei Sun
  - et al.
- 2024
- AISTATS 2024
Conference paper
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
- - Dongxia Wu
  - Ide-San Ide
  - et al.
- 2024
- AISTATS 2024
Conference paper