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deep learning 1diversity estimation 1ensemble learning 1neural architecture search 1surrogate modeling 1

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1 paper

cs.LG2026

Surrogate assisted diversity estimation in neural ensemble search

Alexandr Udeneev, Petr Babkin, Oleg Bakhteev

The paper proposes a dual‑objective surrogate‑guided method for neural ensemble search that predicts both accuracy and diversity of candidate architectures, enabling efficient cons…