19 search results - page 1 / 4 » Hyperparameter Tuning in Bandit-Based Adaptive Operator Sele... |
89
Voted
EVOW
2012
Springer
13 years 5 months ago
2012
Springer
We are using bandit-based adaptive operator selection while autotuning parallel computer programs. The autotuning, which uses evolutionary algorithm-based stochastic sampling, take...
99
Voted
NIPS
1998
14 years 10 months ago
1998
Adaptive Ridge is a special form of Ridge regression, balancing the quadratic penalization on each parameter of the model. It was shown to be equivalent to Lasso (least absolute s...
ESANN
2004
14 years 11 months ago
2004
The problem of model selection for support vector machines (SVMs) is considered. We propose an evolutionary approach to determine multiple SVM hyperparameters: The covariance matr...
105
Voted
GECCO
2010
Springer
15 years 2 months ago
2010
Springer
Adaptive Operator Selection (AOS) turns the impacts of the applications of variation operators into Operator Selection through a Credit Assignment mechanism. However, most Credit ...
74
Voted
IPPS
2008
IEEE
15 years 3 months ago
2008
IEEE
We present preliminary results of a project to create a tuning system that adaptively optimizes programs to the underlying execution platform. We will show initial results from tw...