Nature is marked not only by struggles for survival, but also by remarkable feats of cooperation. From microbes to insects to humans, organisms work together in a variety of ways to gather and share ...

Federated learning is a promising distributed machine learning paradigm that has been playing a significant role in providing privacy-preserving learning solutions. However, alongside all its ...

Both predictive uncertainty estimation and visual explanation are crucial elements in helping humans understand the artificial intelligence (AI) decision-making process and in building trustworthy AI.