Publications

782 results for Trustworthy AI

URET: Universal Robustness Evaluation Toolkit (for Evasion)
- - Kevin Eykholt
  - Taesung Lee
  - et al.
- 2023
- USENIX Security 2023
Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities
- - Karan Bhanot
  - Ioana Baldini
  - et al.
- 2023
- AIES 2023
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution
- - Tsuyoshi Idé
  - Naoki Abe
- 2023
- KDD 2023
Knowledge from Uncertainty in Evidential Deep Learning
- - Cai Davies
  - Marc Roig Vilamala
  - et al.
- 2023
- KDD 2023
Interpretable Differencing of Machine Learning Models
- - Swagatam Haldar
  - Diptikalyan Saha
  - et al.
- 2023
- UAI 2023
Pessimistic Model Selection for Deep Reinforcement Learning
- - Chao-Han Huck Yang
  - Zhengling Qi
  - et al.
- 2023
- UAI 2023
On Robustness-Accuracy Characterization of Large Language Models using Synthetic Datasets
- - Ching-yun Ko
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
The 2nd Workshop on New Frontiers in Adversarial Machine Learning
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
- - Igor Melnyk
  - Vijil Chenthamarakshan
  - et al.
- 2023
- ICML 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
- - Timothy Castiglia
  - Yi Zhou
  - et al.
- 2023
- ICML 2023