Algorithms
MSR Cambridge Lecture Series: An Introduction to Graph Neural Networks: Models and Applications
MSR Cambridge, AI Residency Advanced Lecture Series An Introduction to Graph Neural Networks: Models and Applications Got it now: “Graph Neural Networks (GNN) are a general class of networks that work over graphs. By representing…
Fireside Chat with Michael Kearns
Fireside Chat with Eric Horvitz, director of Microsoft Research Labs, and Michael Kearns, professor in the Computer and Information Science department at the University of Pennsylvania.
The Ethical Algorithm
Michael Kearns gives a MSR AI Distinguished Lecture Series talk on his general audience AI book The Ethical Algorithm. [Talk slides]
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…
Multi-Itinerary Optimization as Cloud Service
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…
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…