Publications

810 results for Trustworthy AI

MC Layer Normalization for calibrated uncertainty in Deep Learning
- - Thomas Frick
  - Diego Antognini
  - et al.
- 2024
- TMLR
Adversarial Attacks on Fairness of Graph Neural Networks
- - Binchi Zhang
  - Yushun Dong
  - et al.
- 2024
- ICLR 2024
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
- - Jiaoyan Chen
  - Hang Dong
  - et al.
- 2024
- TGDK
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group Imbalance
- - Hongkang Li
  - Shuai Zhang
  - et al.
- 2024
- Ieee Journal Of Selected Topics In Signal Processing
Area Sampling for Training Geospatial Foundation Models
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2023
- AGU Fall 2023
Uncovering and Quantifying Social Biases in Code Generation
- - Yan Liu
  - Xiaokang Chen
  - et al.
- 2023
- NeurIPS 2023
Adapting Fairness Interventions to Missing Values
- - Raymond Feng
  - Flavio Calmon
  - et al.
- 2023
- NeurIPS 2023
Non-Stationary Bandits with Auto-Regressive Temporal Dependency
- - Qinyi Chen
  - Negin Golrezaei
  - et al.
- 2023
- NeurIPS 2023
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression
- - Ilias Diakonikolas
  - Daniel Kane
  - et al.
- 2023
- NeurIPS 2023
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models
- - Sheng-yen Cho
  - Pin-Yu Chen
  - et al.
- 2023
- NeurIPS 2023