Powered stochastic optimization with hypergradient descent for large-scale learning systems

Author:

Yang ZhuangORCID,Li XiaotianORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference54 articles.

1. k-best feature selection and ranking via stochastic approximation;Akman;Expert Systems with Applications,2023

2. Stochastic variance reduction for variational inequality methods;Alacaoglu,2022

3. A neural network-based distributional constraint learning methodology for mixed-integer stochastic optimization;Alcántara;Expert Systems with Applications,2023

4. Control variates for stochastic gradient mcmc;Baker;Statistics and Computing,2019

5. Online learning rate adaptation with hypergradient descent;Baydin,2018

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