Alex(Shaojie) Deng
Alex(Shaojie) Deng
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Online controlled experiments at large scale
R Kohavi, A Deng, B Frasca, T Walker, Y Xu, N Pohlmann
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
2202013
Trustworthy online controlled experiments: Five puzzling outcomes explained
R Kohavi, A Deng, B Frasca, R Longbotham, T Walker, Y Xu
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1742012
Seven rules of thumb for web site experimenters
R Kohavi, A Deng, R Longbotham, Y Xu
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1332014
Improving the sensitivity of online controlled experiments by utilizing pre-experiment data
A Deng, Y Xu, R Kohavi, T Walker
Proceedings of the sixth ACM international conference on Web search and data …, 2013
952013
Data-driven metric development for online controlled experiments: Seven lessons learned
A Deng, X Shi
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
452016
Continuous monitoring of A/B tests without pain: Optional stopping in Bayesian testing
A Deng, J Lu, S Chen
2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016
322016
Objective bayesian two sample hypothesis testing for online controlled experiments
A Deng
Proceedings of the 24th International Conference on World Wide Web, 923-928, 2015
262015
Statistical inference in two-stage online controlled experiments with treatment selection and validation
A Deng, T Li, Y Guo
Proceedings of the 23rd international conference on World wide web, 609-618, 2014
222014
Trustworthy analysis of online A/B tests: Pitfalls, challenges and solutions
A Deng, J Lu, J Litz
Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017
212017
Sequential importance sampling and resampling for dynamic portfolio credit risk
S Deng, K Giesecke, TL Lai
Operations research 60 (1), 78-91, 2012
182012
A/B Testing with Fat Tails
EM Azevedo, D Alex, J Montiel Olea, JM Rao, EG Weyl
Available at SSRN 3171224, 2019
16*2019
Diluted treatment effect estimation for trigger analysis in online controlled experiments
A Deng, V Hu
Proceedings of the Eighth ACM International Conference on Web Search and …, 2015
152015
Concise Summarization of Heterogeneous Treatment Effect Using Total Variation Regularized Regression
A Deng, P Zhang, S Chen, DW Kim, J Lu
arXiv preprint arXiv:1610.03917, 2016
112016
A note on Type S/M errors in hypothesis testing
J Lu, Y Qiu, A Deng
British Journal of Mathematical and Statistical Psychology 72 (1), 1-17, 2019
82019
Top challenges from the first practical online controlled experiments summit
S Gupta, R Kohavi, D Tang, Y Xu, R Andersen, E Bakshy, N Cardin, ...
ACM SIGKDD Explorations Newsletter 21 (1), 20-35, 2019
72019
A/B testing at scale: Accelerating software innovation
A Deng, P Dmitriev, S Gupta, R Kohavi, P Raff, L Vermeer
Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017
62017
Demystifying the bias from selective inference: A revisit to Dawid’s treatment selection problem
J Lu, A Deng
Statistics & Probability Letters 118, 8-15, 2016
62016
Flexible online repeated measures experiment
Y Guo, A Deng
arXiv preprint arXiv:1501.00450, 2015
62015
Rare-event simulation of heavy-tailed random walks by sequential importance sampling and resampling
HP Chan, S Deng, TL Lai
Advances in Applied Probability 44 (4), 1173-1196, 2012
62012
Choice of the randomization unit in online controlled experiment
S Deng, R Longbotham, T Walker, Y Xu
JSM proceedings, 2011
62011
The system can't perform the operation now. Try again later.
Articles 1–20