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Implicit differentiation of Lasso-type models for hyperparameter optimization.
Quentin Bertrand
Quentin Klopfenstein
Mathieu Blondel
Samuel Vaiter
Alexandre Gramfort
Joseph Salmon
Published in:
CoRR (2020)
Keyphrases
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model selection
probabilistic model
optimization problems
optimization algorithm
statistical models
linear regression
machine learning
feature selection
prior knowledge
data sets
hidden markov models
parameter estimation
optimization criteria