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SUMMARY:Following Wisdom in Machine Learning - Novi Quadrianto\, Universit
 y of Cambridge
DTSTART:20120615T110000Z
DTEND:20120615T120000Z
UID:TALK38358@talks.cam.ac.uk
CONTACT:Ekaterina Kochmar
DESCRIPTION:Going through life\, we might be guided by a wisdom to keep ou
 r friends\nclose\, and our enemies far away.\nIn this talk\, I would hope 
 to show how the same principle can be used to\nbuild several machine learn
 ing techniques.\nWe define friends as data points that have the same outpu
 t or label\, and\nenemies if they have different labels.\nFirst\, I will f
 ocus on using this friend-enemy wisdom for building data\nrepresentation t
 argeting directly nearest neighbor classification.\nSecond\, I will also s
 how how to transfer knowledge in learning from\nmultiple datasets with wis
 dom.
LOCATION:FW26\, Computer Laboratory
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