THE POWER OF GRAPHS IN MACHINE LEARNING AND SEQUENTIAL DECISION-MAKING

Date:  3th-4th June 2019
Location: UCL, UK
Social events:  There will be several social events to favor networking.
Sponsored by: UCL Grand Challenges — French Embassy partnership activity.
Attendance: The event is free and open to any registered participant.
Registration:  Via eventbrite.com

Context

We are surrounded by large-scale interconnected systems, from the Internet to the power grid and social networks. While essential, the management of such networked systems is exceedingly hard mainly because of their intrinsic and constantly growing complexity. To overcome this challenge, data-efficient online decision strategies under uncertainty for high-dimensional and dynamic networks need to be designed. This workshop will bring together researchers from UCL and France research centers/universities aimed at answering this need from a common perspective: applying the tenets of graph signal processing to online sequential decision strategies (and machine learning at large).