Publications

785 results for Trustworthy AI

Human-Centered Design Recommendations for LLM-as-a-Judge
- - Qian Pan
  - Zahra Ashktorab
  - et al.
- 2024
- ACL 2024
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa
- - Victor Akinwande
  - Megan Macgregor
  - et al.
- 2024
- IJCAI 2024
Computational Complexity of Verifying the Group No-show Paradox
- - Farhad Mohsin
  - Qishen Han
  - et al.
- 2024
- IJCAI 2024
Towards a Resilient Intelligent Automation System
- - Segev Shlomov
  - Sami Marreed
  - et al.
- 2024
- IJCAI 2024
A Framework for Agents Guiding Foundation Models through Knowledge and Reasoning
- - Debarun Bhattacharjya
  - Junkyu Lee
  - et al.
- 2024
- IJCAI 2024
Trust Regions for Explanations via Black-Box Probabilistic Certification
- - Amit Dhurandhar
  - Swagatam Haldar
  - et al.
- 2024
- ICML 2024
Slicing Mutual Information Generalization Bounds for Neural Networks
- - Kimia Nadjahi
  - Kristjan Greenewald
  - et al.
- 2024
- ICML 2024
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
- - Irene Ko
  - Pin-Yu Chen
  - et al.
- 2024
- ICML 2024
Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
- - Zhi-yi Chin
  - Chieh-ming Jiang
  - et al.
- 2024
- ICML 2024
Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
- - Zhiyuan He
  - Yijun Yang
  - et al.
- 2024
- ICML 2024