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JMLR
2006
125views more  JMLR 2006»
15 years 22 days 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»
15 years 22 days 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...
92
Voted
MIS
2008
Springer
130views Multimedia» more  MIS 2008»
15 years 22 days 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
96
Voted
MOR
2006
81views more  MOR 2006»
15 years 21 days 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
102
Voted
PERCOM
2006
ACM
15 years 21 days 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