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ECML
2007
Springer
14 years 1 months ago
Fast Optimization Methods for L1 Regularization: A Comparative Study and Two New Approaches
L1 regularization is effective for feature selection, but the resulting optimization is challenging due to the non-differentiability of the 1-norm. In this paper we compare state...
Mark Schmidt, Glenn Fung, Rómer Rosales
ICDE
2006
IEEE
190views Database» more  ICDE 2006»
14 years 1 months ago
Ant Algorithms for Search in Unstructured Peer-to-Peer Networks
Although the ant metaphor has been successfully applied to routing of data packets both in wireless and fixed networks, little is yet known about its applicability to the task of...
Elke Michlmayr
DATE
2005
IEEE
112views Hardware» more  DATE 2005»
14 years 1 months ago
TDMA Time Slot and Turn Optimization with Evolutionary Search Techniques
In this paper we present arithmetic real-coded variation operators tailored for time slot and turn optimization on TDMA-scheduled resources with evolutionary algorithms. Our opera...
Arne Hamann, Rolf Ernst
ICRA
2005
IEEE
134views Robotics» more  ICRA 2005»
14 years 1 months ago
Towards Decentralization of Multi-robot Navigation Functions
—We present a navigation function through which a group of mobile agents can be coordinated to achieve a particular formation, both in terms of shape and orientation, while avoid...
Herbert G. Tanner, Amit Kumar
ICRA
2005
IEEE
132views Robotics» more  ICRA 2005»
14 years 1 months ago
Adaptive Sensing for Instantaneous Gas Release Parameter Estimation
Abstract— This paper presents a new approach for estimating in real-time the parameters of the advection-diffusion equation that describes the propagation of an instantaneously r...
Vassilios N. Christopoulos, Stergios I. Roumelioti...