<?xml version="1.0" encoding="utf-8"?>
<export-example>
  <doc>
    <id>1377</id>
    <completedYear>2024</completedYear>
    <publishedYear>2024</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>ohne Zählung</pageFirst>
    <pageLast/>
    <pageNumber>10</pageNumber>
    <edition/>
    <issue/>
    <volume/>
    <type>report</type>
    <publisherName>Medium</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>2024-01-23</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Why Retraining Can Be Harder Than Training</title>
    <abstract language="eng">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.</abstract>
    <parentTitle language="eng">Towards Data Science</parentTitle>
    <subTitle language="eng">A neural network perspective on learning, unlearning and relearning</subTitle>
    <identifier type="url">https://towardsdatascience.com/why-retraining-can-be-harder-than-training-489b3bc6ae02</identifier>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">false</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>Christian Koch</author>
    <author>Markus Stadi</author>
    <subject>
      <language>deu</language>
      <type>swd</type>
      <value>Künstliche Intelligenz</value>
    </subject>
    <subject>
      <language>deu</language>
      <type>swd</type>
      <value>maschinelles Lernen</value>
    </subject>
    <subject>
      <language>deu</language>
      <type>swd</type>
      <value>neuronales Netz</value>
    </subject>
    <collection role="ddc" number="0">Informatik, Informationswissenschaft, allgemeine Werke</collection>
    <collection role="institutes" number="">Fakultät Betriebswirtschaft</collection>
  </doc>
</export-example>
