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» On a Generalization of the Stone-Weierstrass Theorem
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IJCNN
2000
IEEE
15 years 10 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
CP
2000
Springer
15 years 10 months ago
Automatic Generation of Propagation Rules for Finite Domains
plexity Theorems: Talk Abstract . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 David McAllester Regular Papers Automatic Generation of Propagation Rules for F...
Slim Abdennadher, Christophe Rigotti
CORR
2000
Springer
91views Education» more  CORR 2000»
15 years 6 months ago
Algorithmic Theories of Everything
The probability distribution P from which the history of our universe is sampled represents a theory of everything or TOE. We assume P is formally describable. Since most (uncount...
Jürgen Schmidhuber
ENTCS
2002
128views more  ENTCS 2002»
15 years 6 months ago
Rewriting Calculus with(out) Types
The last few years have seen the development of a new calculus which can be considered as an outcome of the last decade of various researches on (higher order) term rewriting syst...
Horatiu Cirstea, Claude Kirchner, Luigi Liquori
PE
2000
Springer
93views Optimization» more  PE 2000»
15 years 6 months ago
A novel approach to queue stability analysis of polling models
Previous work in the stability analysis of polling models concentrated mainly on stability of the whole system. This system stability analysis, however, fails to model many real-w...
Rocky K. C. Chang, Sum Lam