16 citations · 22 across the 4 of their papers we have counts for
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cs.LG2020
Validate and Enable Machine Learning in Industrial AI
Hongbo Zou, Guangjing Chen, Pengtao Xie +10
Industrial Artificial Intelligence (Industrial AI) is an emerging concept which refers to the application of artificial intelligence to industry. Industrial AI promises more effici…
cs.LG2018★ 16 cited
Missing Value Imputation Based on Deep Generative Models
Hongbao Zhang, Pengtao Xie, Eric Xing
Missing values widely exist in many real-world datasets, which hinders the performing of advanced data analytics. Properly filling these missing values is crucial but challenging,…
cs.LG2017★ 3 cited
Learning Less-Overlapping Representations
Pengtao Xie, Hongbao Zhang, Eric P. Xing
In representation learning (RL), how to make the learned representations easy to interpret and less overfitted to training data are two important but challenging issues. To address…