Search Results for author: Yuh-Jye Lee

Found 2 papers, 0 papers with code

Semi-Supervised Learning via Clustering Representation Space

no code implementations1 Jan 2021 Yen-Chieh Huang, Yuh-Jye Lee, Chih-Chi Wu, Yi-Wei Chiu, Yong-Xiang Lin, CHENG-YING LI, Po-Hung Ko

We proposed a novel loss function that combines supervised learning with clustering in deep neural networks.

Periodic Step Size Adaptation for Single Pass On-line Learning

no code implementations NeurIPS 2009 Chun-Nan Hsu, Yu-Ming Chang, Hanshen Huang, Yuh-Jye Lee

It has been established that the second-order stochastic gradient descent (2SGD) method can potentially achieve generalization performance as well as empirical optimum in a single pass (i. e., epoch) through the training examples.

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