Search Results for author: Ching-Hua Lee

Found 3 papers, 2 papers with code

A Generalized Proportionate-Type Normalized Subband Adaptive Filter

no code implementations17 Nov 2021 Kuan-Lin Chen, Ching-Hua Lee, Bhaskar D. Rao, Harinath Garudadri

Specifically, we study the effects of using different numbers of subbands and various sparsity penalty terms for quasi-sparse, sparse, and dispersive systems.

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

1 code implementation NeurIPS 2021 Kuan-Lin Chen, Ching-Hua Lee, Harinath Garudadri, Bhaskar D. Rao

To codify such a difference in nonlinearities and reveal a linear estimation property, we define ResNEsts, i. e., Residual Nonlinear Estimators, by simply dropping nonlinearities at the last residual representation from standard ResNets.

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