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ML
2007
ACM
131views Machine Learning» more  ML 2007»
13 years 4 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
13 years 2 months ago
Review of Learning in Online Networks and Communities
Kirsti Ala-Mutka, Yves Punie, Anusca Ferrari
COLT
2010
Springer
13 years 2 months ago
On-line Variance Minimization in O(n2) per Trial?
Elad Hazan, Satyen Kale, Manfred K. Warmuth
ICML
2010
IEEE
13 years 2 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