Convergence Theory of Knowledge Distillation in Asynchronous P2P Gossip Learning Network
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arXiv:2609.01952v1 Announce Type: new Abstract: Decentralized, serverless learning increasingly connects devices running different architectures, where the standard tool, decentralized SGD, is undefined as models with different parameter counts cannot be averaged. Knowledge distillation (KD) exchan…
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- 2026-09-03 04:00 · arXiv cs.LG
Convergence Theory of Knowledge Distillation in Asynchronous P2P Gossip Learning Network