MANAS frames DARTS-style neural architecture search as parallel adversarial bandits per edge, but its theoretical guarantee requires other agents' actions to be fixed and it omits the key weight-sharing random-search baseline.
Proxyless NAS : Direct neural architecture search on target task and hardware
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MANAS: Multi-Agent Neural Architecture Search
MANAS frames DARTS-style neural architecture search as parallel adversarial bandits per edge, but its theoretical guarantee requires other agents' actions to be fixed and it omits the key weight-sharing random-search baseline.