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116
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ML
2007
ACM
131views Machine Learning» more  ML 2007»
15 years 1 months ago
A primal-dual perspective of online learning algorithms
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
Shai Shalev-Shwartz, Yoram Singer
ECTEL
2009
Springer
14 years 11 months ago
Review of Learning in Online Networks and Communities
Kirsti Ala-Mutka, Yves Punie, Anusca Ferrari
COLT
2010
Springer
14 years 11 months ago
On-line Variance Minimization in O(n2) per Trial?
Elad Hazan, Satyen Kale, Manfred K. Warmuth
127
Voted
ICML
2010
IEEE
14 years 11 months ago
Implicit Online Learning
Online learning algorithms have recently risen to prominence due to their strong theoretical guarantees and an increasing number of practical applications for large-scale data ana...
Brian Kulis, Peter L. Bartlett