Alex Deng

Joined

July 2019

Names

Alex Deng

Emails

****@gmail.com (Confirmed)

****@live.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Airbnb (airbnb.com)

2021 – 2024

Researcher

Microsoft (microsoft.com)

2010 – 2021

PhD student

Stanford University (stanford.edu)

2006 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

online experimentation

A/B tests

Present

causal inference

Present

recommender system

Present

search engine evaluation

Present

Publications

A/B Testing Intuition Busters: Common Misunderstandings in Online Controlled Experiments
Ron Kohavi, Alex Deng, Lukas Vermeer
- KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
- Readers: Everyone
A/B Testing at Scale: Accelerating Software Innovation
Somit Gupta, Ronny Kohavi, Alex Deng, Jeff Omhover, Pawel Janowski
- 2019 (modified: 12 Nov 2022)
- WWW (Companion Volume) 2019
- Readers: Everyone
Applying the Delta Method in Metric Analytics: A Practical Guide with Novel Ideas
Alex Deng, Ulf Knoblich, Jiannan Lu
- 2018 (modified: 12 Nov 2022)
- KDD 2018
- Readers: Everyone
A/B Testing at Scale: Accelerating Software Innovation
Alex Deng, Pavel Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer
- 2017 (modified: 11 Nov 2022)
- SIGIR 2017
- Readers: Everyone
Data-Driven Metric Development for Online Controlled Experiments: Seven Lessons Learned
Alex Deng, Xiaolin Shi
- 2016 (modified: 16 Jul 2019)
- KDD 2016
- Readers: Everyone
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments
Alex Deng
- 2015 (modified: 12 Nov 2022)
- WWW (Companion Volume) 2015
- Readers: Everyone
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments
Alex Deng
- 2015 (modified: 12 Nov 2022)
- WWW (Companion Volume) 2015
- Readers: Everyone
Statistical inference in two-stage online controlled experiments with treatment selection and validation
Alex Deng, Tianxi Li, Yu Guo
- 2014 (modified: 12 Nov 2022)
- WWW 2014
- Readers: Everyone
Seven rules of thumb for web site experimenters
Ron Kohavi, Alex Deng, Roger Longbotham, Ya Xu
- 2014 (modified: 16 Jul 2019)
- KDD 2014
- Readers: Everyone
Online controlled experiments at large scale
Ron Kohavi, Alex Deng, Brian Frasca, Toby Walker, Ya Xu, Nils Pohlmann
- 2013 (modified: 12 Nov 2022)
- KDD 2013
- Readers: Everyone

View all 11 publications

Alex Deng

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors