Revision as of 00:55, 16 July 2020 edit The Anome (talk \| contribs) Edit filter managers, Administrators 260,152 edits Adding local short description: "Subfield of machine learning", overriding Wikidata description "subfield of Machine learning" (Shortdesc helper) ← Previous edit		Revision as of 19:02, 30 November 2020 edit undo Erik.Bjareholt (talk \| contribs) Extended confirmed users 656 edits m →Common approaches: fixed list Next edit →
Line 27: ==Common approaches== There are three common approaches: 1)using (cyclic) networks with external or internal memory (model-based); 2)learning effective distance metrics (metrics-based); 3)explicitly optimizing model parameters for fast learning (optimization-based).<ref name="paper1">[https://lilianweng.github.io/lil-log/2018/11/30/meta-learning.html] Lilian Weng(2018). Meta-Learning: Learning to Learn Fast. OpenAI Blog . November 2018 . Retrieved 27 October 2019</ref> * 1) using (cyclic) networks with external or internal memory (model-based) * 2) learning effective distance metrics (metrics-based) * 3) explicitly optimizing model parameters for fast learning (optimization-based). ===Model-Based===

Meta-learning (computer science): Difference between revisions