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What does it mean to regularize something?Definition of regularize. transitive verb. : to make regular by conformance to law, rules, or custom. Other Words from regularize Synonyms Example Sentences Learn More about regularize. Keep scrolling for more.
What is a regularization regression?This is a form of regression, that constrains/ regularizes or shrinks the coefficient estimates towards zero. In other words, this technique discourages learning a more complex or flexible model, so as to avoid the risk of overfitting.
What is the meaning of Regi·Lar·i·za′tion?reg′u·lar·i·za′tion (-lər-ĭ-zā′shən) n. reg′u·lar·iz′er n. American Heritage® Dictionary of the English Language, Fifth Edition. Copyright © 2016 by Houghton Mifflin Harcourt Publishing Company. Published by Houghton Mifflin Harcourt Publishing Company. All rights reserved. v.t. -ized, -iz•ing. to make regular.
What is explicit regularization?Explicit regularization is commonly employed with ill-posed optimization problems. The regularization term, or penalty, imposes a cost on the optimization function to make the optimal solution unique.
"Regularizer" Example Sentences
265-273, 2019. Shuo Zhou, Wenwen Li, Christopher Cox, and Haiping Lu, "Side Information Dependence as a regularizer for Analyzing Human Brain Conditions across Cognitive Experiments", in Proceedings ...