Alex Deng

2024

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Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning.
Dillon Davis|Huiji Gao|Thomas Legrand|Malay Haldar|Alex Deng|Han Zhao|Liwei He|Sanjeev Katariya
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

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The Price is Right: Removing A/B Test Bias in a Marketplace of Expirable Goods.
Thu Le|Alex Deng
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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Zero to Hero: Exploiting Null Effects to Achieve Variance Reduction in Experiments with One-sided Triggering.
Alex Deng|Lo-Hua Yuan|Naoya Kanai|Alexandre Salama-Manteau
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2019

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A/B Testing at Scale: Accelerating Software Innovation.
Somit Gupta|Ronny Kohavi|Alex Deng|Jeff Omhover|Pawel Janowski
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019.

2017

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A/B Testing at Scale: Accelerating Software Innovation.
Alex Deng|Pavel A. Dmitriev|Somit Gupta|Ron Kohavi|Paul Raff|Lukas Vermeer
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
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Trustworthy Analysis of Online A/B Tests: Pitfalls, challenges and solutions.
Alex Deng|Jiannan Lu|Jonthan Litz
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2015

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Diluted Treatment Effect Estimation for Trigger Analysis in Online Controlled Experiments.
Alex Deng|Victor Hu
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015
doi dblp
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments.
Alex Deng
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume
doi dblp
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments.
Alex Deng
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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Statistical inference in two-stage online controlled experiments with treatment selection and validation.
Alex Deng|Tianxi Li|Yu Guo
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

2013

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Improving the sensitivity of online controlled experiments by utilizing pre-experiment data.
Alex Deng|Ya Xu|Ron Kohavi|Toby Walker
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013