EPFL Machine Learning and Optimization Laboratory
Results
17
repositories owned by
EPFL Machine Learning and Optimization Laboratory
disco
126
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23
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Decentralized & federated privacy-preserving ML training, using p2p networking, in JS
attention-cnn
973
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123
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Source code for "On the Relationship between Self-Attention and Convolutional Layers"
ChocoSGD
46
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16
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Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356
cola
18
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5
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CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883
collaborative-attention
132
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18
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Code for Multi-Head Attention: Collaborate Instead of Concatenate
error-feedback-SGD
25
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9
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SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847