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» Continuous Optimization of Hyper-Parameters
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DKE
2002
119views more  DKE 2002»
15 years 4 months ago
Enabling the creation of knowledge about software assets
In most companies two factors play a crucial role: managing the knowledge that is necessary for doing business and managing the hardware and software infrastructure that supports ...
Paul Klint, Chris Verhoef
PE
2000
Springer
93views Optimization» more  PE 2000»
15 years 4 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
AI
1998
Springer
15 years 4 months ago
A Complete Anytime Algorithm for Number Partitioning
Given a set of numbers, the two-way partitioning problem is to divide them into two subsets, so that the sum of the numbers in each subset are as nearly equal as possible. The pro...
Richard E. Korf
TEC
2002
183views more  TEC 2002»
15 years 4 months ago
The particle swarm - explosion, stability, and convergence in a multidimensional complex space
Abstract--The particle swarm is an algorithm for finding optimal regions of complex search spaces through the interaction of individuals in a population of particles. Even though t...
Maurice Clerc, James Kennedy
NECO
2007
115views more  NECO 2007»
15 years 4 months ago
Training Recurrent Networks by Evolino
In recent years, gradient-based LSTM recurrent neural networks (RNNs) solved many previously RNN-unlearnable tasks. Sometimes, however, gradient information is of little use for t...
Jürgen Schmidhuber, Daan Wierstra, Matteo Gag...