TUTORIAL-3 TITLE: Predictive Digital Twins: From Design to DeploymentContributors: Michael Kapteyn, Anirban Chaudhuri, Sebastian Henao-Garcia, Prof. Karen Willcox ABSTRACT: Predictive digital twins have the potential to underpin intelligent automation across engineering, science, and
TUTORIAL-2 TITLE: Federated Learning – Introductory Tutorial ABSTRACT: Federated Learning (FL) is a modern paradigm in the field of machine learning, enabling collaborative model training across multiple decentralized agents while preserving data
TUTORIAL-1 TITLE: Adversarial Learning: Secure and Robust AI (*) ABSTRACT: This tutorial covers approaches that prevent malicious interference and adversarial perturbations in (continuous) training and deployment of Deep Neural Networks. Deep learning, including
