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» Kernels and Regularization on Graphs
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145
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CVPR
2012
IEEE
13 years 6 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
131
Voted
ENTCS
2008
106views more  ENTCS 2008»
15 years 3 months 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...
148
Voted
CVPR
2003
IEEE
16 years 5 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
138
Voted
BMCBI
2004
113views more  BMCBI 2004»
15 years 3 months 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, ...
161
Voted
VLSID
2010
IEEE
173views VLSI» more  VLSID 2010»
15 years 7 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