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Authors
Przewięźlikowski, Marcin https://orcid.org/0000-0003-4772-3268
Osial, Marcin https://orcid.org/0000-0002-7414-3608
Zieliński, Bartosz https://orcid.org/0000-0002-3063-3621
Śmieja, Marek https://orcid.org/0000-0003-2027-4132
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Chapter History
First Online: 22 August 2024
Ethical implications
: In this work, we focus on improving the existing Federated self-supervised approaches in regimes where data privacy and communication efficiency are of concern. Our findings can lead to reducing the risks of data leakages when deploying Federated self-supervised learning algorithms in real-world scenarios.
Conference Information
Conference Acronym: ECML PKDD
Conference Name: Joint European Conference on Machine Learning and Knowledge Discovery in Databases
Conference City: Vilnius
Conference Country: Lithuania
Conference Year: 2024
Conference Start Date: 8 September 2024
Conference End Date: 12 September 2024
Conference Number: 24
Conference ID: ecml2024
Conference URL: https://2024.ecmlpkdd.org/
