Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Outil
Interpret Community
The Interpret Community builds on Interpret (opens in new tab), an open source python package from Microsoft Research for training interpretable models and helping to explain blackbox systems, by adding additional extensions from the community…
Outil
Video Analytics with Microsoft Rocket
A hybrid edge-cloud live video analytics system to empower everyone to build practical real-world video analytics applications with cutting edge machine learning algorithms.
Projet
DiCE: Diverse Counterfactual Explanations for Machine Learning Classifiers
The main objective of DiCE is to explain the predictions of ML-based systems that are used to inform decisions in societally critical domains such as finance, healthcare, education, and criminal justice. In these domains, it…
Groupe
Economics and Computation
Economics and computation is an interdisciplinary field consisting of economists and computer scientists. Our theories revolve around pricing, matching, information, learning, and networks. By developing these theories, we are able to build new markets and…
Projet
Market Design Center
Markets match individuals to scarce resources or to each other. By designing the rules and infrastructure that govern markets, we can guide participants to optimal outcomes. In the process, we circumvent a wide range of…