ABSTRACT: Data, models, and computing are the three pillars that enable machine learning to solve real-world problems at scale. Making progress on these three domains [...]
Abstract: Private WANs are increasingly important to the operation of enterprises, telecoms, and cloud providers. For example, B4, Google's private software-defined WAN, is larger and growing [...]
ABSTRACT: The DARPA Subterranean or "SubT" Challenge is a robotic/software competition that seeks novel and revolutionary approaches to rapidly map, navigate and search extreme and [...]
ABSTRACT: Aerodynamic shape optimization has many industrial applications. Existing methods, however, are so computationally demanding that typical engineering practices are to either simply try a limited [...]
ABSTRACT: I will briefly survey recent and expected developments in AI and their implications. Some are enormously positive, while others, such as the development of autonomous [...]