9 citations · 14 across the 4 of their papers we have counts for
5 papers
Improving Ego-Cluster for Network Effect Measurement
Wentao Su, Weitao Duan
The network effect, wherein one user's activity impacts another user, is common in social network platforms. Many new features in social networks are specifically designed to creat…
Online Experimentation with Surrogate Metrics: Guidelines and a Case Study
Weitao Duan, Shan Ba, Chunzhe Zhang
A/B tests have been widely adopted across industries as the golden rule that guides decision making. However, the long-term true north metrics we ultimately want to drive through A…
Scalable Online Survey Framework: from Sampling to Analysis
Weitao Duan, Qian Wang, Rogier Verhulst +1
With the advancement in technology, raw event data generated by the digital world have grown tremendously. However, such data tend to be insufficient and noisy when it comes to mea…
SQR: Balancing Speed, Quality and Risk in Online Experiments
Ya Xu, Weitao Duan, Shaochen Huang
Controlled experimentation, also called A/B testing, is widely adopted to accelerate product innovations in the online world. However, how fast we innovate can be limited by how we…
Testing for arbitrary interference on experimentation platforms
Jean Pouget-Abadie, Martin Saveski, Guillaume Saint-Jacques +4
Experimentation platforms are essential to modern large technology companies, as they are used to carry out many randomized experiments daily. The classic assumption of no interfer…