Portrait of Justin Rao

Justin Rao

Senior Researcher

About

Justin M. Rao is a an Senior Researcher currently based in Redmond, WA. He also serves Technical Advisor to the Chief Economist, Preston McAfee. He is an empirical microeconomist who works on the economics of e-commerce, applied mechanism design, cloud computing, data-driven pricing and business model development for new technologies. More information can be found at www.justinmrao.com

Projects

Multiworld Testing

Established: November 1, 2013

Exponentially better than A/B testing. Multiworld Testing (MWT) is the capability to test and optimize over K policies (context-based decision rules) using an amount of data and computation that scales logarithmically in K, without…

Explore-Exploit Learning @MSR-NYC

Established: October 24, 2013

This is an umbrella project for machine learning with explore-exploit tradeoff: the trade-off between acquiring and using information. This is a mature, yet very active, research area studied in Machine Learning, Theoretical Computer Science, Operations Research, and Economics. Much of…

Publications

2014

Projects

Link description

MSR NYC Lab Opening

Date

May 16, 2014

Speakers

Duncan Watts, Fernando Diaz, Kate Crawford, David Rothschild, Justin Rao, Jennifer Chayes, Dan Huttenlocher, Kathy McKeown, danah boyd, and David Pennock

Affiliation

Microsoft Research New York City, Microsoft Research New England and New York City, Cornell Tech, Columbia University