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JMLR
2006
125views more  JMLR 2006»
14 years 9 months ago
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra
We discuss the problem of learning to rank labels from a real valued feedback associated with each label. We cast the feedback as a preferences graph where the nodes of the graph ...
Shai Shalev-Shwartz, Yoram Singer
JMLR
2006
124views more  JMLR 2006»
14 years 9 months ago
A Direct Method for Building Sparse Kernel Learning Algorithms
Many kernel learning algorithms, including support vector machines, result in a kernel machine, such as a kernel classifier, whose key component is a weight vector in a feature sp...
Mingrui Wu, Bernhard Schölkopf, Gökhan H...
MIS
2008
Springer
130views Multimedia» more  MIS 2008»
14 years 9 months ago
Adaptive and fuzzy approaches for nodes affinity management in wireless ad-hoc networks
In most of the ad-hoc routing protocols, a static link lifetime (LL) is used for a newly discovered neighbors. Though this works well for networks with fixed infrastructures, it is...
Essam Natsheh, Tat Chee Wan
MOR
2006
81views more  MOR 2006»
14 years 9 months ago
Simulated Annealing for Convex Optimization
We apply the method known as simulated annealing to the following problem in convex optimization: minimize a linear function over an arbitrary convex set, where the convex set is ...
Adam Tauman Kalai, Santosh Vempala
PERCOM
2006
ACM
14 years 9 months ago
Bootstrapping Chord in Ad Hoc Networks: Not Going Anywhere for a While.
With the growing prevalence of wireless devices, infrastructure-less ad hoc networking is coming closer to reality. Research in this field has mainly been concerned with routing. ...
Curt Cramer, Thomas Fuhrmann