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Efficient Benchmarking of Algorithm Configuration Procedures via Model-Based Surrogates.
Katharina Eggensperger
Marius Lindauer
Holger H. Hoos
Frank Hutter
Kevin Leyton-Brown
Published in:
CoRR (2017)
Keyphrases
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computationally efficient
single pass
computational cost
cost function
significant improvement
preprocessing
high efficiency
np hard
dynamic programming
experimental evaluation
model free
detection algorithm
optimization algorithm
theoretical analysis
improved algorithm
highly efficient
times faster
clustering method
high accuracy
search space
expectation maximization
simulated annealing
genetic algorithm
worst case
least squares
probabilistic model
convergence rate
computational complexity
optimal solution
estimation algorithm
similarity measure
learning algorithm