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ECIS
2003
13 years 9 months ago
Using online services in untrusted environments: a privacy-preserving architecture
While online service providers are sometimes accused of forwarding identifying customer information as name and address to untrusted third parties, comparatively little attention ...
Claus Boyens, Oliver Günther
WOSS
2004
ACM
14 years 1 months ago
A control-based framework for self-managing distributed computing systems
This paper describes an online control framework to design self-managing distributed computing systems that continually optimize their performance in response to changing computin...
Sherif Abdelwahed, Nagarajan Kandasamy, Sandeep Ne...
COLT
2006
Springer
13 years 11 months ago
Online Learning Meets Optimization in the Dual
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
ML
2007
ACM
131views Machine Learning» more  ML 2007»
13 years 7 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
ICML
2010
IEEE
13 years 5 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