Title: Deep Inference
Bio: Karl Friston is a theoretical neuroscientist and authority on brain imaging. He invented statistical parametric mapping (SPM), voxel-based morphometry (VBM) and dynamic causal modelling (DCM).
Title: TBD
Bio: Manuela M. Veloso is the Head of J.P. Morgan AI Research, which pursues fundamental research in areas of core relevance to financial services, including data mining and cryptography, machine learning, explainability, and human-AI interaction.
Title: From Statistical to Causal AI
Bio: Bernhard Schölkopf's scientific interests are in machine learning and causal inference. He has applied his methods to a number of different fields, ranging from biomedical problems to computational photography and astronomy.
Title: Learning over Graphs
Bio: A. H. Sayed is Dean of Engineering at EPFL, Switzerland, and a member of the US National Academy of Engineering. His work has contributed to several domains in adaptation and learning theories, statistical inference, and multi-agent systems.
