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Fr0do / lcc_fl

LCC for Federated Learning
GNU General Public License v3.0
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Which article is the code based on? #1

Open Tianjoker opened 1 year ago

Tianjoker commented 1 year ago

Thanks for sharing, but which article is the code based on?

Fr0do commented 1 year ago

Hello! Mainly it's reproduction of experiments on linear regression introduced in original LCC and application of ALCC coding scheme for better convergece. Implementation of Coded Computation of Multiple Functions scheme is WIP.

Tianjoker commented 1 year ago

Once again, I would like to express my gratitude for your work, which has helped me to have a deeper understanding of LCC.

Tianjoker commented 12 months ago

Hello! Mainly it's reproduction of experiments on linear regression introduced in original LCC and application of ALCC coding scheme for better convergece. Implementation of Coded Computation of Multiple Functions scheme is WIP.

Hello, I recently tried to reproduce the LCC scheme for A greater than 0 under your framework (as a supplement to your code). I have encountered some difficulties and would like to ask you for some help. When decoding, the most popular RS-codes schemes use generated polynomials to create redundancy, while LCC schemes use Lagrange interpolation to generate redundancy. How to apply the existing RS scheme directly to the LCC framework? I checked the references of the original LCC paper and got no answer. Could you please provide me with some suggestions and guidance to reproduce the LCC scheme when A is greater than 0?