Chieh Wu | DeepAI

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∙ 02/01/2022

Deep Layer-wise Networks Have Closed-Form Weights

There is currently a debate within the neuroscience community over the l...

12 Chieh Wu, et al. ∙

∙ 11/04/2020

Kernel Dependence Network

We propose a greedy strategy to spectrally train a deep network for mult...

10 Chieh Wu, et al. ∙

∙ 09/23/2020

Using Undersampling with Ensemble Learning to Identify Factors Contributing to Preterm Birth

In this paper, we propose Ensemble Learning models to identify factors c...

0 Shi Dong, et al. ∙

∙ 06/15/2020

Layer-wise Learning of Kernel Dependence Networks

We propose a greedy strategy to train a deep network for multi-class cla...

17 Chieh Wu, et al. ∙

∙ 09/08/2019

Iterative Spectral Method for Alternative Clustering

Given a dataset and an existing clustering as input, alternative cluster...

0 Chieh Wu, et al. ∙

∙ 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...

0 Chieh Wu, et al. ∙

∙ 09/06/2019

Solving Interpretable Kernel Dimension Reduction

Kernel dimensionality reduction (KDR) algorithms find a low dimensional ...

0 Chieh Wu, et al. ∙

∙ 08/09/2019

Deep Kernel Learning for Clustering

We propose a deep learning approach for discovering kernels tailored to ...

38 Chieh Wu, et al. ∙

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