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Add parameter : fraction of partners used at each federated round #119
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@HeytemBou I think you are introducing this in your DRFA PR right? |
The attribute has been added by @HeytemBou in PR #354 (as a |
@arthurPignet indicates that there is a similar mechanism in PVRL - to be checked, see if some can be reused and/or upgraded when we implement this fraction of partners approach. |
Indeed PVRL is a contributivity method where an agent trained by reinforcement learning (policy gradient) would choose a subset of partners at every epoch. Currently one mpl object is created, and the method .fit_epoch is called. The mpl.fit method is kind of overwritten within the contributivity function PVRL. Every epoch the mpl.partner_list is changed (and the aggregator is re-initialized). |
This is useful when the number of partners is large
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