ACM MobiHoc 2019 keynote
Event type: keynote presentation
Speaker: Mihaela van der Schaar
Date and time: July 3, 2019 at 10:00 BST
Title: Learning Engines for Networks, Healthcare and Beyond
Abstract: In this talk I will introduce Learning Engines, which provide an integrated ecosystem for understanding, planing and controlling complex dynamical systems and networks ranging from healthcare systems to smart cities. Learning Engines use cutting-edge machine learning, AI and operations research theory, methods, algorithms and systems to extract timely insights from multi-modal data acquired from the operation of these systems over time and subsequently provide actionable intelligence to a variety of stakeholders involved in their operation and control. Key technologies which we have developed in order to fuel the Learning Engines, and which will be highlighted in this talk, are new automated machine learning, causal inference and reinforcement learning methods.