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ICML
2007
IEEE
16 years 5 months ago
Exponentiated gradient algorithms for log-linear structured prediction
Conditional log-linear models are a commonly used method for structured prediction. Efficient learning of parameters in these models is therefore an important problem. This paper ...
Amir Globerson, Terry Koo, Xavier Carreras, Michae...
CEC
2008
IEEE
15 years 11 months ago
A contour method in population-based stochastic algorithms
—Inspired by the contours in topography, this paper proposes a contour method for the population-based stochastic algorithms to solve the problems with continuous variables. Rely...
Ying Lin, Jun Zhang, Lu-kai Lan
AUSAI
2007
Springer
15 years 10 months ago
DBSC: A Dependency-Based Subspace Clustering Algorithm for High Dimensional Numerical Datasets
Abstract. We present a novel algorithm called DBSC, which finds subspace clusters in numerical datasets based on the concept of ”dependency”. This algorithm employs a depth-...
Xufei Wang, Chunping Li
BROADNETS
2006
IEEE
15 years 10 months ago
Accuracy and Dynamics of Hash-Based Load Balancing Algorithms for Multipath Internet Routing
— This paper studies load balancing for multipath Internet routing. We focus on hash-based load balancing algorithms that work on the flow level to avoid packet reordering which...
Rüdiger Martin, Michael Menth, Michael Hemmke...
ROBIO
2006
IEEE
148views Robotics» more  ROBIO 2006»
15 years 10 months ago
A Dynamic MDS-Based Localization Algorithm for Mobile Sensor Networks
Abstract— In this paper, we proposed a dynamic mobilityassisted MDS-based localization algorithms for sparse mobile sensor network. For sparse networks, the assumption of the exi...
Changhua Wu, Weihua Sheng, Wen-Zhan Song