17 citations · 27 across the 6 of their papers we have counts for
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cs.LG2021
CLMB: deep contrastive learning for robust metagenomic binning
Pengfei Zhang, Zhengyuan Jiang, Yixuan Wang +1
The reconstruction of microbial genomes from large metagenomic datasets is a critical procedure for finding uncultivated microbial populations and defining their microbial function…
cs.LG2021★ 1 cited
ML4ML: Automated Invariance Testing for Machine Learning Models
Zukang Liao, Pengfei Zhang, Min Chen
In machine learning (ML) workflows, determining the invariance qualities of an ML model is a common testing procedure. Traditionally, invariance qualities are evaluated using simpl…