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COLT
1999
Springer
14 years 29 days ago
Boosting as Entropy Projection
We consider the AdaBoost procedure for boosting weak learners. In AdaBoost, a key step is choosing a new distribution on the training examples based on the old distribution and th...
Jyrki Kivinen, Manfred K. Warmuth
SIAMADS
2010
97views more  SIAMADS 2010»
13 years 3 months ago
Localized States in a Model of Pattern Formation in a Vertically Vibrated Layer
Abstract. We consider a novel asymptotic limit of model equations proposed to describe the formation of localized states in a vertically vibrated layer of granular material or visc...
J. H. P. Dawes, S. Lilley
CVPR
2008
IEEE
14 years 10 months ago
Detection with multi-exit asymmetric boosting
We introduce a generalized representation for a boosted classifier with multiple exit nodes, and propose a method to training which combines the idea of propagating scores across ...
Minh-Tri Pham, V-D. D. Hoang, Tat-Jen Cham
AIL
1999
134views more  AIL 1999»
13 years 8 months ago
An Ontology for Commitments in Multiagent Systems
Social commitments have long been recognized as an important concept for multiagent systems. We propose a rich formulation of social commitments that motivates an architecture for ...
Munindar P. Singh
EUROCRYPT
2000
Springer
14 years 8 days ago
Security Aspects of Practical Quantum Cryptography
The use of quantum bits (qubits) in cryptography holds the promise of secure cryptographic quantum key distribution schemes. Unfortunately, the implemented schemes are often operat...
Gilles Brassard, Norbert Lütkenhaus, Tal Mor,...