Sophia Liu

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 8

Top Topics

Bias Variance Tradeoff

Traffic Signal Control

Relational Data

Top Venues

Publications

Pang-Shi Shih, Sophia Liu, Xiao-Hua Yu
Ant Colony Optimization for Multi-phase Traffic Signal Control. ICITE (2022)
Sophia Liu, Alex Liu
The Lifecycle of Developing Overall Evaluation Criterion in AB Testing for Netflix Messaging. EASE (2022)
Terri Lee, Tianjie Zhu, Sophia Liu, Linh Trac, Zizhen Huang, Yu Chen
CASExplorer: A Conversational Academic and Career Advisor for College Students. CCHI (2021)
Matthew Vilim, Alexander Rucker, Yaqi Zhang, Sophia Liu, Kunle Olukotun
Gorgon: Accelerating Machine Learning from Relational Data. ISCA (2020)
Ali Mahmoudzadeh, Sophia Liu, Sol Sadeghi, Paul Luo Li, Somit Gupta
Bias Variance Tradeoff in Analysis of Online Controlled Experiments. CoRR (2020)
Sophia Liu, Aleksander Fabijan, Michael Furchtgott, Somit Gupta, Pawel Janowski, Wen Qin, Pavel A. Dmitriev
Enterprise-Level Controlled Experiments at Scale: Challenges and Solutions. SEAA (2019)
Paul Luo Li, Connie Yang, Sophia Liu, Huibin Mary Hu
Comparing Insights From Inductive Qualitative Analysis Versus Automated NLP Algorithms For Analyzing Feedback In Digital Randomized Controlled Trials. SEAA (2019)
Yu Wang, Somit Gupta, Jiannan Lu, Ali Mahmoudzadeh, Sophia Liu
On Heavy-user Bias in A/B Testing. CIKM (2019)
Cheng-Tan Tung, Sophia Liu, Bonnie Shuan Wang
A comment on "On the Mitchell similarity measure and its application to pattern recognition". Pattern Recognit. Lett. 34 (5) (2013)
Elisa Giaccardi, Elizabeth F. Churchill, Sophia Liu
Heritage matters: designing for current and future values through digital and social technologies. CHI Extended Abstracts (2012)