3 papers
cs.LG2023
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing
Yingyan Zeng, Xiaoyu Chen, Ran Jin
It is challenging but important to save annotation efforts in streaming data acquisition to maintain data quality for supervised learning base learners. We propose an ensemble acti…
cs.LG2021
Adaptively Weighted Top-N Recommendation for Organ Matching
Parshin Shojaee, Xiaoyu Chen, Ran Jin
Reducing the shortage of organ donations to meet the demands of patients on the waiting list has being a major challenge in organ transplantation. Because of the shortage, organ ma…
stat.ME2020
Multivariate Regression of Mixed Responses for Evaluation of Visualization Designs
Xiaoning Kang, Xiaoyu Chen, Ran Jin +2
Information visualization significantly enhances human perception by graphically representing complex data sets. The variety of visualization designs makes it challenging to effici…