research
∙
10/11/2022
Label Noise-Robust Learning using a Confidence-Based Sieving Strategy
In learning tasks with label noise, boosting model robustness against ov...
share
research
∙
05/20/2022
Kernel Normalized Convolutional Networks
Existing deep convolutional neural network (CNN) architectures frequentl...
research
∙
05/21/2021
HyFed: A Hybrid Federated Framework for Privacy-preserving Machine Learning
Federated learning (FL) enables multiple clients to jointly train a glob...
research
∙
05/12/2021
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond
Machine Learning (ML) and Artificial Intelligence (AI) have shown promis...
research
∙
07/22/2020
Privacy-preserving Artificial Intelligence Techniques in Biomedicine
Artificial intelligence (AI) has been successfully applied in numerous s...
research
∙
01/27/2020
