EPFL Machine Learning and Optimization Laboratory

Decentralized & federated privacy-preserving ML training, using p2p networking, in JS

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EPFL Machine Learning Course, Fall 2021

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Source code for "On the Relationship between Self-Attention and Convolutional Layers"

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Robust Cross-lingual Embeddings from Parallel Sentences

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Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356

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CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883

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Code for Multi-Head Attention: Collaborate Instead of Concatenate

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SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847

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