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Alex Deng

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2020 – today

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2024
[c22]
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Dillon Davis, Huiji Gao, Thomas Legrand, Malay Haldar, Alex Deng, Han Zhao, Liwei He, Sanjeev Katariya:
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning. CIKM 2024: 4454-4461
[c21]
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Alex Deng, Luke Hagar, Nathaniel T. Stevens, Tatiana Xifara, Amit Gandhi:
Metric Decomposition in A/B Tests. KDD 2024: 4885-4895
[i3]
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  - journals/corr/abs-2408-12748
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Mengya Hu, Rui Xu, Deren Lei, Yaxi Li, Mingyu Wang, Emily Ching, Eslam Kamal, Alex Deng:
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection. CoRR abs/2408.12748 (2024)
[i2]
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Dillon Davis, Huiji Gao, Weiwei Guo, Thomas Legrand, Malay Haldar, Alex Deng, Han Zhao, Liwei He, Sanjeev Katariya:
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning. CoRR abs/2408.13399 (2024)
2023
[c20]
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  - conf/cikm/LeD23
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Thu Le, Alex Deng:
The Price is Right: Removing A/B Test Bias in a Marketplace of Expirable Goods. CIKM 2023: 4681-4687
[c19]
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Alex Deng, Michelle Du, Anna Matlin, Qing Zhang:
Variance Reduction Using In-Experiment Data: Efficient and Targeted Online Measurement for Sparse and Delayed Outcomes. KDD 2023: 3937-3946
[c18]
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Alex Deng, Lo-Hua Yuan, Naoya Kanai, Alexandre Salama-Manteau:
Zero to Hero: Exploiting Null Effects to Achieve Variance Reduction in Experiments with One-sided Triggering. WSDM 2023: 823-831
2022
[c17]
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Ron Kohavi, Alex Deng, Lukas Vermeer:
A/B Testing Intuition Busters: Common Misunderstandings in Online Controlled Experiments. KDD 2022: 3168-3177
[i1]
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  - journals/corr/abs-2210-16373
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Alex Deng, Michelle Du, Anna Matlin:
Continuous Attribution of Episodical Outcomes for More Efficient and Targeted Online Measurement. CoRR abs/2210.16373 (2022)
2021
[c16]
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Alex Deng, Yicheng Li, Jiannan Lu, Vivek Ramamurthy:
On Post-selection Inference in A/B Testing. KDD 2021: 2743-2752

2010 – 2019

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2019
[c15]
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  - conf/www/GuptaKDOJ19
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Somit Gupta, Ronny Kohavi, Alex Deng, Jeff Omhover, Pawel Janowski:
A/B Testing at Scale: Accelerating Software Innovation. WWW (Companion Volume) 2019: 1299-1300
2018
[c14]
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Alex Deng, Ulf Knoblich, Jiannan Lu:
Applying the Delta Method in Metric Analytics: A Practical Guide with Novel Ideas. KDD 2018: 233-242
[c13]
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  - conf/sigecom/AzevedoDORW18
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Eduardo M. Azevedo, Alex Deng, Jose Luis Montiel Olea, Justin Rao, E. Glen Weyl:
The A/B Testing Problem. EC 2018: 461-462
2017
[c12]
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  - conf/sigir/DengDGKRV17
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Alex Deng, Pavel A. Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer:
A/B Testing at Scale: Accelerating Software Innovation. SIGIR 2017: 1395-1397
[c11]
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Alex Deng, Jiannan Lu, Jonthan Litz:
Trustworthy Analysis of Online A/B Tests: Pitfalls, challenges and solutions. WSDM 2017: 641-649
2016
[c10]
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  - conf/dsaa/DengLC16
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Alex Deng, Jiannan Lu, Shouyuan Chen:
Continuous Monitoring of A/B Tests without Pain: Optional Stopping in Bayesian Testing. DSAA 2016: 243-252
[c9]
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  - conf/kdd/DengS16
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Alex Deng, Xiaolin Shi:
Data-Driven Metric Development for Online Controlled Experiments: Seven Lessons Learned. KDD 2016: 77-86
2015
[c8]
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Alex Deng, Victor Hu:
Diluted Treatment Effect Estimation for Trigger Analysis in Online Controlled Experiments. WSDM 2015: 349-358
[c7]
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Alex Deng:
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments. WWW (Companion Volume) 2015: 913
[c6]
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Alex Deng:
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments. WWW (Companion Volume) 2015: 923-928
2014
[c5]
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Ron Kohavi, Alex Deng, Roger Longbotham, Ya Xu:
Seven rules of thumb for web site experimenters. KDD 2014: 1857-1866
[c4]
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Alex Deng, Tianxi Li, Yu Guo:
Statistical inference in two-stage online controlled experiments with treatment selection and validation. WWW 2014: 609-618
2013
[c3]
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Ron Kohavi, Alex Deng, Brian Frasca, Toby Walker, Ya Xu, Nils Pohlmann:
Online controlled experiments at large scale. KDD 2013: 1168-1176
[c2]
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Alex Deng, Ya Xu, Ron Kohavi, Toby Walker:
Improving the sensitivity of online controlled experiments by utilizing pre-experiment data. WSDM 2013: 123-132
2012
[c1]
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Ron Kohavi, Alex Deng, Brian Frasca, Roger Longbotham, Toby Walker, Ya Xu:
Trustworthy online controlled experiments: five puzzling outcomes explained. KDD 2012: 786-794

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