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ICANN
2005
Springer
16 years 9 days ago
Reducing the Effect of Out-Voting Problem in Ensemble Based Incremental Support Vector Machines
Although Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems, they suffer from the catastrophic forgetti...
Zeki Erdem, Robi Polikar, Fikret S. Gürgen, N...
KDD
2009
ACM
143views Data Mining» more  KDD 2009»
16 years 7 months ago
Optimizing web traffic via the media scheduling problem
Website traffic varies through time in consistent and predictable ways, with highest traffic in the middle of the day. When providing media content to visitors, it is important to...
Lars Backstrom, Jon M. Kleinberg, Ravi Kumar
COLT
2007
Springer
16 years 1 months ago
Improved Rates for the Stochastic Continuum-Armed Bandit Problem
Abstract. Considering one-dimensional continuum-armed bandit problems, we propose an improvement of an algorithm of Kleinberg and a new set of conditions which give rise to improve...
Peter Auer, Ronald Ortner, Csaba Szepesvári
VL
2006
IEEE
106views Visual Languages» more  VL 2006»
16 years 26 days ago
A Linguistic Analysis of How People Describe Software Problems
There is little understanding of how people describe software problems, but a variety of tools solicit, manage, and analyze these descriptions in order to streamline software deve...
Andrew J. Ko, Brad A. Myers, Duen Horng Chau
LICS
2009
IEEE
16 years 1 months ago
Functional Reachability
—What is reachability in higher-order functional programs? We formulate reachability as a decision problem in the setting of the prototypical functional language PCF, and show th...
C.-H. Luke Ong, Nikos Tzevelekos