NP Merge learns a separate interpolation weight for each parameter when merging two aligned networks, improving on several baselines but not on ensembles.
Leveraging function space aggregation for federated learning at scale,
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Non-Uniform Parameter-Wise Model Merging
NP Merge learns a separate interpolation weight for each parameter when merging two aligned networks, improving on several baselines but not on ensembles.