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Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters.
Bozhou Chen
Kaixin Zhang
Longshen Ou
Chenmin Ba
Hongzhi Wang
Chunnan Wang
Published in:
CoRR (2020)
Keyphrases
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hyperparameters
data sets
model selection
prior information
training data
closed form
missing values
high dimensional data
incomplete data
prior knowledge
data analysis
bayesian framework
high quality
maximum likelihood
supervised learning
missing data
data points
support vector
gaussian process
bayesian methods