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HAIS
2012
Springer
12 years 1 months ago
Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial Output
In this paper we propose a method using a generalization of the weighted majority voting scheme to locate the optic disc (OD) in retinal images automatically. The location with the...
Henrietta Toman, Laszlo Kovacs, Agnes Jonas, Lajos...
ECCC
2010
80views more  ECCC 2010»
13 years 5 months ago
Regret Minimization for Online Buffering Problems Using the Weighted Majority Algorithm
Suppose a decision maker has to purchase a commodity over time with varying prices and demands. In particular, the price per unit might depend on the amount purchased and this pri...
Melanie Winkler, Berthold Vöcking, Sascha Geu...
FOCS
1989
IEEE
13 years 9 months ago
The Weighted Majority Algorithm
Nick Littlestone, Manfred K. Warmuth
COLT
1993
Springer
13 years 9 months ago
Learning Binary Relations Using Weighted Majority Voting
In this paper we demonstrate how weighted majority voting with multiplicative weight updating can be applied to obtain robust algorithms for learning binary relations. We first pre...
Sally A. Goldman, Manfred K. Warmuth
ICDM
2003
IEEE
181views Data Mining» more  ICDM 2003»
13 years 10 months ago
Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift
Algorithms for tracking concept drift are important for many applications. We present a general method based on the Weighted Majority algorithm for using any online learner for co...
Jeremy Z. Kolter, Marcus A. Maloof