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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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0111 · Apr 202019922001200920172026
1 result for “AutoFL”
Towards Non-I.I.D. and Invisible Data with FedNAS: Federated Deep Learning via Neural Architecture Searchcs.LG

FedNAS automates federated learning by searching for better architectures.

problem Non-I.I.D. data makes predefined model architectures suboptimal.
method Federated Neural Architecture Search (FedNAS) for collaborative architecture optimization.
result FedNAS searches for better architectures that outperform predefined models.
Federated LearningNeural Architecture SearchAutoFLNon-I.I.D. DataCollaborative Optimization
2020-04-18abs ↗pdf ↗