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Code for running and evaluating Flexible Vertical Federated Learning (Flex-VFL)

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Flexible Vertical Federated Learning (Flex-VFL) repository

This repository is for running simulations for Flex-VFL, described in "Flexible Vertical Federated Learning with Heterogeneous Parties".

Dependencies

Code requires that you download Google cloud data into this folder: https://drive.google.com/file/d/1-7YQXiN0sCotJ9RRRY9-2wD-BaCJBxbD/view?usp=sharing

Repository structure

Folders:

'Multimodal-Infomax': experiments for MOSEI dataset.

'mono_align_uniform': experiments for ModelNet40 and ImageNet100 datasets.

Additional details in README's in respective folders

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Code for running and evaluating Flexible Vertical Federated Learning (Flex-VFL)

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