A sampling method based on forecasting and combinatorial optimization for high performance A/B testing
Fan LI, Tiancheng ZHANG, Shengjia CUI, Hengyu LIU, Zhibin REN, Donglin DI, Xiao WANG, Po ZHANG, Ge YU
A sampling method based on forecasting and combinatorial optimization for high performance A/B testing
[1] |
Kohavi R, Thomke S. The surprising power of online experiments. Harvard Business Review, 2017, 95(5): 74–82
|
[2] |
Holland P W . Statistics and causal inference. Journal of the American Statistical Association, 1986, 81( 396): 945–960
|
[3] |
Munkres J . Algorithms for the assignment and transportation problems. Journal of the Society for Industrial and Applied Mathematics, 1957, 5( 1): 32–38
|
[4] |
Lai G, Chang W C, Yang Y, Liu H. Modeling long- and short-term temporal patterns with deep neural networks. In: Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. 2018, 95−104
|
[5] |
Simard R, L’Ecuyer P . Computing the two-sided Kolmogorov-Smirnov distribution. Journal of Statistical Software, 2011, 39( 11): 1–18
|
/
〈 | 〉 |