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» Kernels and Regularization on Graphs
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CVPR
2012
IEEE
13 years 3 months ago
Curvature-based regularization for surface approximation
We propose an energy-based framework for approximating surfaces from a cloud of point measurements corrupted by noise and outliers. Our energy assigns a tangent plane to each (noi...
Carl Olsson, Yuri Boykov
ENTCS
2008
106views more  ENTCS 2008»
15 years 24 days ago
Towards a Sharing Strategy for the Graph Rewriting Calculus
The graph rewriting calculus is an extension of the -calculus, handling graph like structures rather than simple terms. The calculus over terms is naturally generalized by using u...
Paolo Baldan, Clara Bertolissi, Horatiu Cirstea, C...
CVPR
2003
IEEE
16 years 2 months ago
Kernel Principal Angles for Classification Machines with Applications to Image Sequence Interpretation
We consider the problem of learning with instances defined over a space of sets of vectors. We derive a new positive definite kernel f(A B) defined over pairs of matrices A B base...
Lior Wolf, Amnon Shashua
BMCBI
2004
113views more  BMCBI 2004»
15 years 18 days ago
Oligo kernels for datamining on biological sequences: a case study on prokaryotic translation initiation sites
Background: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks ...
Peter Meinicke, Maike Tech, Burkhard Morgenstern, ...
128
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VLSID
2010
IEEE
173views VLSI» more  VLSID 2010»
15 years 4 months ago
Voltage-Frequency Planning for Thermal-Aware, Low-Power Design of Regular 3-D NoCs
Network-on-Chip combined with Globally Asynchronous Locally Synchronous paradigm is a promising architecture for easy IP integration and utilization with multiple voltage levels. ...
Mohammad Arjomand, Hamid Sarbazi-Azad