Video
Interaction for Machine Learning
The traditional role of the human operator in machine learning problems is that of a batch labeler, whose work is done before the learning even begins. However, humans can provide guidance to a learning system…
Publication
Recursive Program Synthesis
Video
Fueling the Future: Internship
Microsoft Research is committed to investing in the future of computer science research through its Internship program as illustrated through the story of Pushmeet Kohli. Pushmeet Kohli is now a recognized researcher working with leading…
Project
RGB-D Dataset 7-Scenes
The 7-Scenes dataset is a collection of tracked RGB-D camera frames. The dataset may be used for evaluation of methods for different applications such as dense tracking and mapping and relocalization techniques. Overview All scenes…
Publication
Differentially Private Learning with Kernels
Publication