2 citations · 2 across the 3 of their papers we have counts for
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cs.LG2024
Temporal Streaming Batch Principal Component Analysis for Time Series Classification
Enshuo Yan, Huachuan Wang, Weihao Xia
In multivariate time series classification, although current sequence analysis models have excellent classification capabilities, they show significant shortcomings when dealing wi…
cs.LG2020★ 2 cited
Adaptively Solving the Local-Minimum Problem for Deep Neural Networks
Huachuan Wang, James Ting-Ho Lo
This paper aims to overcome a fundamental problem in the theory and application of deep neural networks (DNNs). We propose a method to solve the local minimum problem in training D…
cs.LG2020
Building Deep Learning Models to Predict Mortality in ICU Patients
Huachuan Wang, Yuanfei Bi
Mortality prediction in intensive care units is considered one of the critical steps for efficiently treating patients in serious condition. As a result, various prediction models…