Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Publication
Bayesian Image Super-resolution
Video
Demonstration of Priorities & Notification Platform (2001)
Eric Horvitz with Bill Gates at Envision 2001 In this 2001 video, Bill Gates hosts Eric Horvitz at the Envision 2001 meeting. Eric demonstrates the Priorities and Notification Platform systems. Priorities, fielded internally at Microsoft…
Publication
The Use of External Knowledge of Factoid QA
Project
Whistler Text-to-Speech Engine
The talking computer HAL in the 1968 film “2001-A Space Odyssey” had an almost human voice, but it was the voice of an actor, not a computer. Getting a real computer to talk like HAL…
Project
Support Vector Machines
Support vector machines are a set of algorithms that learn from data by creating models that maximize their margin of error. Support vector machines (SVMs) are a family of algorithms for classification, regression, transduction, novelty detection, and semi-supervised learning. They…