Publications

829 results for Trustworthy AI

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
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
- - Timothy Castiglia
  - Yi Zhou
  - et al.
- 2023
- ICML 2023
MultiRobustBench: Benchmarking Robustness Against Multiple Attacks
- - Sihui Dai
  - Saeed Mahloujifar
  - et al.
- 2023
- ICML 2023
Simple Disentanglement of Style and Content in Visual Representations
- - Lilian Ngweta
  - Subha Maity
  - et al.
- 2023
- ICML 2023
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
- - Igor Melnyk
  - Vijil Chenthamarakshan
  - et al.
- 2023
- ICML 2023
Proper Scoring Rules for Survival Analysis
- - Hiroki Yanagisawa
- 2023
- ICML 2023