Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
Minimax Regret for Stochastic Shortest Path
Tool
Synthetic data showcase
Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis. In many cases, the best way to share sensitive datasets is not to share the actual sensitive datasets, but user interfaces to derived…
Video
In pursuit of responsible AI: Bringing principles to practice
As AI is becoming part of user-facing applications and is directly impacting society, deploying AI reliably and responsibly has become a priority for Microsoft and several other industry leaders. In recent years, Microsoft has developed…
Webinar
In pursuit of responsible AI: Bringing principles to practice webinar
The webinar will present examples of how these learnings are shaping our research on developing principles and tools for bringing the AI principle of reliability and safety to reality. In particular, it will showcase an…
Project
Robotics and Mixed Reality
Our research efforts focus on developing methods to better localize robots and humans together, and approaches for leveraging spatial intelligence and the sensing capabilities of Mixed Reality devices to enable easier, safer, and more effective…
Tool
Conformer-Kernel Model with Query Term Independence (TREC Deep Learning Quick Start)
This is a quick start guide for the document ranking task in the TREC Deep Learning (TREC-DL) (opens in new tab) benchmark. If you are new to TREC-DL, then this repository may make it more…