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Online Learning with Predictable Sequences
Published on Aug 09, 20134112 Views
We present methods for online linear optimization that take advantage of benign (as opposed to worst-case) sequences. Specifically if the sequence encountered by the learner is described well by a kno
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Chapter list
Online learning with predictable sequences00:00
Online learning00:07
Model (1)00:37
Model (2)01:33
Examples02:10
Full information algorithms03:00
Learning the process03:37
Partial information04:06
Further directions04:48