Alex(Shaojie) Deng
Alex(Shaojie) Deng
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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
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
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
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
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
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
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
A/b testing with fat tails
EM Azevedo, A Deng, JL Montiel Olea, J Rao, EG Weyl
Journal of Political Economy 128 (12), 4614-000, 2020
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
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
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
Applying the Delta method in metric analytics: A practical guide with novel ideas
A Deng, U Knoblich, J Lu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
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
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
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
Statistical challenges in online controlled experiments: A review of a/b testing methodology
N Larsen, J Stallrich, S Sengupta, A Deng, R Kohavi, NT Stevens
The American Statistician 78 (2), 135-149, 2024
Sequential importance sampling and resampling for dynamic portfolio credit risk
S Deng, K Giesecke, TL Lai
Operations research 60 (1), 78-91, 2012
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
Empirical bayes estimation of treatment effects with many a/b tests: An overview
EM Azevedo, A Deng, JL Montiel Olea, EG Weyl
AEA Papers and Proceedings 109, 43-47, 2019
A/B testing intuition busters: Common misunderstandings in online controlled experiments
R Kohavi, A Deng, L Vermeer
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
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