Selective Ensemble Based on Preference-Directed Multi-Objective Bandits

Lanjihong Ma, Zhen-Yu Zhang, Masashi Sugiyama +1

Selective ensemble for modern machine learning systems requires choosing promising model candidates under limited evaluation budgets, while downstream tasks often specify only part…