[Ml-stat-talks] Fwd: [talks] Colloquium Speaker: John Langford, Friday May 6, 12:30pm
bee at princeton.edu
Mon May 2 16:55:18 EDT 2016
Talk of interest on Friday.
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John Langford, Microsoft Research
Friday, May 6, 12:30pm
Computer Science 105
How to make an Infovore
An Infovore is an information-based entity that explores the world, learns,
and applies these learnings effectively. In essence: a form of weak AI.
We have been working on a general-purpose infovore for making decisions
using elements of contextual bandits, systems, and experts-style learning
that has now been successfully deployed at large scale. I will discuss the
architecture of the infovore, the key results upon which it relies, and how
everything works together to enable true open-loop learning in the real
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