Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Project
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…
Group
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…
Project
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…
Video
HAMS Automated License Testing Process in Dehradun
The HAMS project at Microsoft Research India has been used to automate driver license testing, by having a windshield-mounted smartphone use its front/rear camera and other sensors, to monitor the driver and their driving during…
