Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
Bringing Harmony Through AI and Economics
The alliance between AI and economics is making an ever-growing societal impact. I will focus on an emerging theme in this space: developing computer programs that help groups of people make harmonious everyday decisions. I…
Video
Learning with N-Grams: From Massive Scales to Compressed Representations
N-gram models are essential in any kind of text processing; they offer simple baselines that are surprisingly competitive with more complicated “state of the art” techniques. I will present a survey of my work for…
Video
Why Visualization? Task Abstraction for Analysis and Design
Why do people visualize data? People visualize data either to consume or produce information relevant to a domain-specific problem or interest. Visualization design and evaluation involves a mapping between domain problems or interests and appropriate…
Publication