作者位次 #2/3NeurIPS 2026Poster
DialBandit: Adaptive Sequential Search with Tunable Evaluation Fidelity
Jianping Huang · Xiang Liu · Feng Shan
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Jianping Huang · Xiang Liu · Feng Shan
Xiang Liu · Manoj Srivatsav Regulagedda · Sapan Patel · Walter Wong
Selecting which recommendation algorithm variant to advance to online experimentation is a critical decision in industry practice. Manual evaluation is subjective and time-consuming, while offline metrics such as nDCG often fail to correlate with real-world customer preferences. We present SAER,...
Jianping Huang · Xiang Liu · Feng Shan