20 citations · 34 across the 7 of their papers we have counts for
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cs.LG2020★ 3 cited
Active Deep Learning on Entity Resolution by Risk Sampling
Youcef Nafa, Qun Chen, Zhaoqiang Chen +4
While the state-of-the-art performance on entity resolution (ER) has been achieved by deep learning, its effectiveness depends on large quantities of accurately labeled training da…
cs.LG2020★ 20 cited
An unsupervised learning approach to solving heat equations on chip based on Auto Encoder and Image Gradient
Haiyang He, Jay Pathak
Solving heat transfer equations on chip becomes very critical in the upcoming 5G and AI chip-package-systems. However, batches of simulations have to be performed for data driven s…