152 citations · 181 across the 14 of their papers we have counts for
5 papers · 1 filter
Distributed Learning of Finite Gaussian Mixtures
Qiong Zhang, Jiahua Chen
Advances in information technology have led to extremely large datasets that are often kept in different storage centers. Existing statistical methods must be adapted to overcome t…
Locally Optimal Design for A/B Testing in the Presence of Covariates and Network Connection
Qiong Zhang, Lulu Kang
A/B test, a simple type of controlled experiment, refers to the statistical procedure of experimenting to compare two treatments applied to test subjects. For example, many IT comp…
Robust Optimal Design of Two-Armed Trials with Side Information
Qiong Zhang, Amin Khademi, Yongjia Song
Significant evidence has become available that emphasizes the importance of personalization in medicine. In fact, it has become a common belief that personalized medicine is the fu…
Sequential Selection for Accelerated Life Testing via Approximate Bayesian Inference
Ye Chen, Qiong Zhang, Mingyang Li +1
Accelerated life testing (ALT) is typically used to assess the reliability of material's lifetime under desired stress levels. Recent advances in material engineering have made a v…
D-optimal Design for Network A/B Testing
Victoria Pokhiko, Qiong Zhang, Lulu Kang +1
A/B testing refers to the statistical procedure of conducting an experiment to compare two treatments, A and B, applied to different testing subjects. It is widely used by technolo…