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Why Retraining Can Be Harder Than Training

  • In a rapidly changing world, humans are required to quickly adapt to a new environment. Neural networks show why this is easier said than done. Our article uses a perceptron to demonstrate why unlearning and relearning can be costlier than learning from scratch.

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Metadaten
Author:Christian KochORCiD, Markus Stadi
URL / DOI:https://towardsdatascience.com/why-retraining-can-be-harder-than-training-489b3bc6ae02
Parent Title (English):Towards Data Science
Subtitle (English):A neural network perspective on learning, unlearning and relearning
Publisher:Medium
Document Type:Report
Language:English
Date of first Publication:2024/01/23
Release Date:2024/02/05
GND Keyword:Künstliche Intelligenz; maschinelles Lernen; neuronales Netz
Pagenumber:10
First Page:ohne Zählung
institutes:Fakultät Betriebswirtschaft
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke
Licence (German):Creative Commons - CC BY - Namensnennung 4.0 International
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