Browsing CSAIL Technical Reports (July 1, 2003 - present) by Subject "online learning"
Now showing items 1-2 of 2
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Online Active Learning in Practice
(2007-01-23)We compare the practical performance of several recently proposed algorithms for active learning in the online setting. We consider two algorithms (and their combined variants) that are strongly online, in that they do ... -
Online Learning of Non-stationary Sequences
(2005-11-17)We consider an online learning scenario in which the learner can make predictions on the basis of a fixed set of experts. We derive upper and lower relative loss bounds for a class of universal learning algorithms involving ...
