Surrogate assisted diversity estimation in neural ensemble search

Alexandr Udeneev, Petr Babkin, Oleg Bakhteev

Ensembles are a standard way to improve the performance and robustness of deep neural networks, but their effectiveness crucially depends on both the quality and the diversity of i…