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» Parameterized Learning Complexity
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SGP
2004
15 years 4 months ago
Persistence Barcodes for Shapes
In this paper, we initiate a study of shape description and classification via the application of persistent homology to tangential constructions on geometric objects. Our techniq...
Gunnar Carlsson, Afra Zomorodian, Anne D. Collins,...
ESANN
2006
15 years 3 months ago
Synthesis of maximum margin and multiview learning using unlabeled data
In this presentation we show the semi-supervised learning with two input sources can be transformed into a maximum margin problem to be similar to a binary SVM. Our formulation exp...
Sándor Szedmák, John Shawe-Taylor
AI
2003
Springer
15 years 7 months ago
Learning Coordination in RoboCupRescue
Abstract. In this abstract, we present a complex multiagent environment, the RoboCupRescue simulation, and show some of the learning opportunities for the coordination of agents in...
Sébastien Paquet
IPL
2011
131views more  IPL 2011»
14 years 9 months ago
The regularized least squares algorithm and the problem of learning halfspaces
We provide sample complexity of the problem of learning halfspaces with monotonic noise, using the regularized least squares algorithm in the reproducing kernel Hilbert spaces (RKH...
Ha Quang Minh
HICSS
2007
IEEE
122views Biometrics» more  HICSS 2007»
15 years 8 months ago
Learning Conversations in World of Warcraft
We examine learning culture in a popular online game, World of Warcraft. We analyze the way players learn this complex game through chat conversation with peers. We describe three...
Bonnie A. Nardi, Stella Ly, Justin Harris