Publications

910 results for Trustworthy AI

MC Layer Normalization for calibrated uncertainty in Deep Learning
- - Thomas Frick
  - Diego Antognini
  - et al.
- 2024
- TMLR
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
Cookie Consent Has Disparate Impact on Estimation Accuracy
- - Erik Miehling
  - Rahul Nair
  - et al.
- 2023
- NeurIPS 2023
RADAR: Robust AI-Text Detection via Adversarial Learning
- - Xiaomeng Hu
  - Pin-Yu Chen
  - et al.
- 2023
- NeurIPS 2023
Efficient Equivariant Transfer Learning from Pretrained Models
- - Sourya Basu
  - Pulkit Katdare
  - et al.
- 2023
- NeurIPS 2023
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
- - Hao Wang
  - Luxi He
  - 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
Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression
- - Robert Alison
  - Anthony Stephenson
  - et al.
- 2023
- NeurIPS 2023