8 citations · 25 across the 11 of their papers we have counts for
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stat.ML2021★ 5 cited
Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration
Yan Sun, Wenjun Xiong, Faming Liang
Deep learning has powered recent successes of artificial intelligence (AI). However, the deep neural network, as the basic model of deep learning, has suffered from issues such as…
stat.ML2021★ 6 cited
Consistent Sparse Deep Learning: Theory and Computation
Yan Sun, Qifan Song, Faming Liang
Deep learning has been the engine powering many successes of data science. However, the deep neural network (DNN), as the basic model of deep learning, is often excessively over-pa…