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» The Characterization of Data-Accumulating Algorithms
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TSMC
2010
13 years 4 months ago
Invariant Set of Weight of Perceptron Trained by Perceptron Training Algorithm
In this paper, an invariant set of the weight of the perceptron trained by the perceptron training algorithm is defined and characterized. The dynamic range of the steady state va...
Charlotte Yuk-Fan Ho, Bingo Wing-Kuen Ling, Herber...
NIPS
2008
13 years 11 months ago
Skill Characterization Based on Betweenness
We present a characterization of a useful class of skills based on a graphical representation of an agent's interaction with its environment. Our characterization uses betwee...
Özgür Simsek, Andrew G. Barto
ICDCN
2009
Springer
14 years 4 months ago
Self-similar Functions and Population Protocols: A Characterization and a Comparison
Chandy et al. proposed the methodology of “self-similar algorithms” for distributed computation in dynamic environments. We further characterize the class of functions computab...
Swapnil Bhatia, Radim Bartos
FQAS
2004
Springer
126views Database» more  FQAS 2004»
14 years 3 months ago
Cluster Characterization through a Representativity Measure
Clustering is an unsupervised learning task which provides a decomposition of a dataset into subgroups that summarize the initial base and give information about its structure. We ...
Marie-Jeanne Lesot, Bernadette Bouchon-Meunier
CVIU
2008
75views more  CVIU 2008»
13 years 9 months ago
Performance characterization in computer vision: A guide to best practices
It is frequently remarked that designers of computer vision algorithms and systems cannot reliably predict how algorithms will respond to new problems. A variety of reasons have b...
Neil A. Thacker, Adrian F. Clark, John L. Barron, ...