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» Learning Stochastic Logic Programs
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534views
17 years 4 months ago
Neural Networks - A Systematic Introduction
This book covers the following topics: The biological paradigm, Threshold logic, Weighted Networks, The Perceptron, Perceptron learning, Unsupervised learning and clustering algori...
Raul Rojas
235
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SAGA
2009
Springer
16 years 27 days ago
Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies
We propose a generic method for obtaining quickly good upper bounds on the minimal value of a multistage stochastic program. The method is based on the simulation of a feasible dec...
Boris Defourny, Damien Ernst, Louis Wehenkel
112
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ICINCO
2007
102views Robotics» more  ICINCO 2007»
15 years 7 months ago
Active learning in regression, with application to stochastic dynamic programming
Olivier Teytaud, Sylvain Gelly, Jéré...
COLT
1992
Springer
15 years 10 months ago
PAC-Learnability of Determinate Logic Programs
Saso Dzeroski, Stephen Muggleton, Stuart J. Russel...
LLL
1999
Springer
15 years 10 months ago
An Introduction to Inductive Logic Programming and Learning Language in Logic
Saso Dzeroski, James Cussens, Suresh Manandhar