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COLT
2010
Springer
13 years 8 months ago
The Convergence Rate of AdaBoost
Abstract. We pose the problem of determining the rate of convergence at which AdaBoost minimizes exponential loss. Boosting is the problem of combining many "weak," high-...
Robert E. Schapire
ICML
2010
IEEE
13 years 8 months ago
Approximate Predictive Representations of Partially Observable Systems
We provide a novel view of learning an approximate model of a partially observable environment from data and present a simple implemenf the idea. The learned model abstracts away ...
Monica Dinculescu, Doina Precup
ALT
2010
Springer
13 years 5 months ago
PageRank Optimization in Polynomial Time by Stochastic Shortest Path Reformulation
Abstract. The importance of a node in a directed graph can be measured by its PageRank. The PageRank of a node is used in a number of application contexts
Balázs Csanád Csáji, Rapha&eu...
IPPS
2009
IEEE
14 years 4 months ago
A global scheduling framework for virtualization environments
Abstract—A premier goal of resource allocators in virtualization environments is to control the relative resource consumption of the different virtual machines, and moreover, to ...
Yoav Etsion, Tal Ben-Nun, Dror G. Feitelson
SAC
2004
ACM
14 years 3 months ago
A back-end for GHC based on categorical multi-combinators
is an abstract graph reduction machine for the implementation of lazy functional languages. Categorical multi-combinators served as a basis for the evaluation model of µΓCMC. Th...
Ricardo Massa Ferreira Lima, Rafael Dueire Lins, A...