Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Podcast
Inside the Microsoft AI Residency Program with Dr. Brian Broll
In 2018, Microsoft launched the Microsoft AI Residency Program, a year-long, expanded research experience designed to give recent graduates in a variety of fields the opportunity to work alongside prominent researchers at MSR on cutting…
Project
TensorWatch: A System for Debugging and Visualizing Deep Learning Model Development
GitHub We present a comprehensive, interactive and extensible system to assist in debugging and visualization with a focus on the tasks that are often encountered by the practitioners during the various phases of model development.…
Video
Improving Doctor-Patient Interaction with ML-Enabled Clinical Note Taking
While the majority of hospital appointments in the ambulatory setting as well as General Practitioners use Electronic Health Record (EHR) systems, these are poorly designed for use during patient encounters. The introduction of EHRs in…
Video
The Future of Mathematics?
As a professor of pure mathematics, my job involves teaching, research, and outreach. Two years ago I got interested in formal methods, and I learned how to use the Lean theorem prover developed at MSR.…
Video
Scheduling For Efficient Large-Scale Machine Learning Training
Over recent years, machine learning techniques have achieved success in many real-world applications. While researchers and practitioners continue to expand machine learning to new application domains and push the boundary of existing applications, they face…
