Open AccessImproved Penalty Method via Doubly Stochastic Gradients for Bilevel Hyperparameter Optimization
Author(s) -
Wanli Shi,
Bin Gu
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i11.17158
Subject(s) - hyperparameter , computer science , mathematical optimization , bilevel optimization , stochastic gradient descent , optimization problem , benchmark (surveying) , proximal gradient methods , gradient method , gradient descent , convergence (economics) , penalty method , algorithm , artificial intelligence , mathematics , artificial neural network , geodesy , economic growth , economics , geography