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20212026
most citedSubspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors: A Deep Learning Methodology

9 citations · 16 across the 8 of their papers we have counts for

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eess.SP2021★ 3 cited

A Generalized Proportionate-Type Normalized Subband Adaptive Filter

Kuan-Lin Chen, Ching-Hua Lee, Bhaskar D. Rao +1

We show that a new design criterion, i.e., the least squares on subband errors regularized by a weighted norm, can be used to generalize the proportionate-type normalized subband a…

cs.LG2021★ 1 cited

ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees

Kuan-Lin Chen, Ching-Hua Lee, Harinath Garudadri +1

Models recently used in the literature proving residual networks (ResNets) are better than linear predictors are actually different from standard ResNets that have been widely used…