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» Quantifying group problem solving with stochastic analysis
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IMCSIT
2010
13 years 5 months ago
ACO with semi-random start applied on MKP
Ant Colony Optimization (ACO) is a stochastic search method that mimics the social behavior of real ants colonies, which manage to establish the shortest route to feeding sources a...
Stefka Fidanova, Pencho Marinov, Krassimir T. Atan...
JMLR
2010
133views more  JMLR 2010»
13 years 2 months ago
Exclusive Lasso for Multi-task Feature Selection
We propose a novel group regularization which we call exclusive lasso. Unlike the group lasso regularizer that assumes covarying variables in groups, the proposed exclusive lasso ...
Yang Zhou, Rong Jin, Steven C. H. Hoi
ICA3PP
2011
Springer
12 years 7 months ago
Performance Analysis of Preemption-Aware Scheduling in Multi-cluster Grid Environments
Abstract. Resource provisioning is one of the main challenges in resource sharing environments such as multi-cluster Grids. In these environments each cluster serves requests from ...
Mohsen Amini Salehi, Bahman Javadi, Rajkumar Buyya
TAMODIA
2008
13 years 9 months ago
A Fluid Flow Approach to Usability Analysis of Multi-user Systems
Abstract. The analysis of usability aspects of multi-user systems, such as cooperative work systems and pervasive systems, pose particular problems because group behavior of their ...
Mieke Massink, Diego Latella, Maurice H. ter Beek,...
CORR
2010
Springer
112views Education» more  CORR 2010»
13 years 5 months ago
Optimal Distributed Online Prediction using Mini-Batches
Online prediction methods are typically presented as serial algorithms running on a single processor. However, in the age of web-scale prediction problems, it is increasingly comm...
Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, Lin X...