This talk will describe a variety of methods that have been developed for the purposes of understanding group level social behaviors using stand-off video surveillance methods. Three main topics are […]

Peter Marx, Vice President, Advanced Projects, GE Digital Adjunct Professor, USC TITLE: How the New Availability of Urban and Industrial Data are Impacting Our World from Public Safety to Jet […]

Reinforcement learning offers a powerful paradigm for automatically discovering and optimizing sequential treatments for chronic and life-threatening diseases. In particular, we will focus on how data collected in multi-stage sequential trials can be used to automatically generate treatment strategies that are tailored to patient characteristics and time-dependent outcomes. We will also examine promising methods to […]