Search Results for author: Filip Granqvist

Found 5 papers, 1 papers with code

FLAIR: Federated Learning Annotated Image Repository

1 code implementation18 Jul 2022 Congzheng Song, Filip Granqvist, Kunal Talwar

We believe FLAIR can serve as a challenging benchmark for advancing the state-of-the art in federated learning.

Federated Learning Multi-Label Classification

Enforcing fairness in private federated learning via the modified method of differential multipliers

no code implementations17 Sep 2021 Borja Rodríguez-Gálvez, Filip Granqvist, Rogier Van Dalen, Matt Seigel

This paper introduces an algorithm to enforce group fairness in private federated learning, where users' data does not leave their devices.

BIG-bench Machine Learning Fairness +1

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