Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
AI Institute “Geometry of Deep Learning” 2019 [Day 1 | Session 1]
Deep learning is transforming the field of artificial intelligence, yet it is lacking solid theoretical underpinnings. This state of affair significantly hinders further progress, as exemplified by time-consuming hyperparameters optimization, or the extraordinary difficulties encountered…
Event
AI Institute “Geometry of Deep Learning” 2019
Our three-day workshop in Redmond, Washington stems on what we identify as the current main bottleneck: understanding the geometrical structure of deep neural networks.
Video
Privacy-Preserving Statistical Learning and Testing
Identity Testing and Distributional Property Learning are two fundamental problems in statistical inference. However, in many settings, data may contain sensitive information about individuals. It is critical that our methods should protect sensitive information, meanwhile…
Group
Center for Societal impact through Cloud and Artificial Intelligence (SCAI)
MSR India’s Center for Societal impact through Cloud and Artificial Intelligence (SCAI) focuses on creating, nurturing and deploying technologies that will have large scale impact on society.