4843 search results - page 284 / 969 » The Shortcut Problem - Complexity and Approximation |
120
Voted
GECCO
2007
Springer
15 years 10 months ago
2007
Springer
Recently, a convergence proof of stochastic search algorithms toward finite size Pareto set approximations of continuous multi-objective optimization problems has been given. The...
127
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GECCO
2006
Springer
15 years 7 months ago
2006
Springer
The learning classifier system XCS is an iterative rulelearning system that evolves rule structures based on gradient-based prediction and rule quality estimates. Besides classifi...
127
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
Existing value function approximation methods have been successfully used in many applications, but they often lack useful a priori error bounds. We propose a new approximate bili...
119
Voted
CORR
2010
Springer
15 years 3 months ago
2010
Springer
In this paper we propose an approximated structured prediction framework for large scale graphical models and derive message-passing algorithms for learning their parameters effic...
103
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ALT
2000
Springer
16 years 23 days ago
2000
Springer
Abstract. We consider the problem of efficient approximate learning by multilayered feedforward circuits subject to two objective functions. First, we consider the objective to ma...