2 citations · 3 across the 2 of their papers we have counts for
3 papers
stat.ML2021★ 2 cited
Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification
Chihao Zhang, Yiling Elaine Chen, Shihua Zhang +1
Outcome labeling ambiguity and subjectivity are ubiquitous in real-world datasets. While practitioners commonly combine ambiguous outcome labels for all data points (instances) in…
stat.ME2019★ 1 cited
A flexible model-free prediction-based framework for feature ranking
Jingyi Jessica Li, Yiling Chen, Xin Tong
Despite the availability of numerous statistical and machine learning tools for joint feature modeling, many scientists investigate features marginally, i.e., one feature at a time…
q-bio.QM2016
TROM: A Testing-based Method for Finding Transcriptomic Similarity of Biological Samples
Wei Vivian Li, Yiling Chen, Jingyi Jessica Li
Comparative transcriptomics has gained increasing popularity in genomic research thanks to the development of high-throughput technologies including microarray and next-generation…