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09/29/2021
Convolution-Free Waveform Transformers for Multi-Lead ECG Classification
We present our entry to the 2021 PhysioNet/CinC challenge - a waveform t...
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09/15/2021
Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series
Time series models with recurrent neural networks (RNNs) can have high a...
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09/06/2019
Spectral Non-Convex Optimization for Dimension Reduction with Hilbert-Schmidt Independence Criterion
The Hilbert Schmidt Independence Criterion (HSIC) is a kernel dependence...
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09/06/2019
Solving Interpretable Kernel Dimension Reduction
Kernel dimensionality reduction (KDR) algorithms find a low dimensional ...
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08/09/2019
