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20152022
most citedSTFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks

71 citations · 246 across the 22 of their papers we have counts for

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stat.ML2015★ 12 cited

Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation

Huan Gui, Quanquan Gu

We present a unified framework for low-rank matrix estimation with nonconvex penalties. We first prove that the proposed estimator attains a faster statistical rate than the tradit…