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ICML
1995
IEEE
14 years 6 months ago
Tracking the Best Expert
Mark Herbster, Manfred K. Warmuth
COLT
2005
Springer
13 years 11 months ago
Tracking the Best of Many Experts
András György, Tamás Linder, G&...
COLT
2001
Springer
13 years 10 months ago
Tracking a Small Set of Experts by Mixing Past Posteriors
In this paper, we examine on-line learning problems in which the target concept is allowed to change over time. In each trial a master algorithm receives predictions from a large ...
Olivier Bousquet, Manfred K. Warmuth
BMCBI
2008
95views more  BMCBI 2008»
13 years 5 months ago
Methodology capture: discriminating between the "best" and the rest of community practice
Background: The methodologies we use both enable and help define our research. However, as experimental complexity has increased the choice of appropriate methodologies has become...
James M. Eales, John W. Pinney, Robert D. Stevens,...
AAAI
2010
13 years 7 months ago
Collaborative Expert Portfolio Management
We consider the task of assigning experts from a portfolio of specialists in order to solve a set of tasks. We apply a Bayesian model which combines collaborative filtering with a...
David H. Stern, Horst Samulowitz, Ralf Herbrich, T...