The Sugeno Integral Used for Federated Learning with Uncertainty for Unbalanced Data

Author:

Wilbik Anna1,Pękala Barbara2,Szkoła Jarosław3,Dyczkowski Krzysztof4

Affiliation:

1. Maastricht University,Maastricht,The Netherlands

2. University of Rzeszów, University of Information Technology and Management,Rzeszów,Poland

3. University of Rzeszów,Rzeszów,Poland

4. Adam Mickiewicz University,Poznan,Poland

Publisher

IEEE

Reference37 articles.

1. Federated optimization: Distributed machine learning for on-device intelligence;konecny;ArXiv,2016

2. Aggregation functions: A guide for practitioners;beliakov;Studies in Fuzziness and Soft Computing,2007

3. Communication-efficient learning of deep networks from decentralized data;mcmahan;AISTATS 2017,2017

4. Multidimensional approach to interval uncertainty calculations;piegat;New Trends in Fuzzy Sets Intuitionistic Fuzzy Sets Generalized Nets and Related Topics,2013

5. Federated Machine Learning

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