Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Project
Provable Non-convex Optimization for Machine Learning Problems
We explore theoretical properties of simple non-convex optimization methods for problems that feature prominently in several important areas such as recommendation systems, compressive sensing, computer vision etc.
Video
Shape-Writing Enhancements for Windows Phone
On January 16, 2014, Microsoft researchers and Windows Phone engineers set out to challenge the Guinness World Records fastest text message using a touch-screen mobile phone record. Typing on a touchscreen device without having to…
Publication
The Trill Incremental Analytics Engine
Publication
Neural Networks with Evolutionary Optimization
Publication