Shiyu Duan

According to our database, Shiyu Duan authored at least 10 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Labels, Information, and Computation: Efficient Learning Using Sufficient Labels.

Shiyu Duan, Spencer Chang, José C. Príncipe

J. Mach. Learn. Res., 2023

2022

Modularizing Deep Learning via Pairwise Learning With Kernels.

Shiyu Duan, Shujian Yu, José C. Príncipe

IEEE Trans. Neural Networks Learn. Syst., 2022

JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression.

Shiyu Duan, Huaijin G. Chen, Jinwei Gu

IEEE Trans. Image Process., 2022

Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods.

Shiyu Duan, José C. Príncipe

IEEE Comput. Intell. Mag., 2022

2021

Labels, Information, and Computation: Efficient, Privacy-Preserving Learning Using Sufficient Labels.

Shiyu Duan, José C. Príncipe

CoRR, 2021

Training Deep Architectures Without End-to-End Backpropagation: A Brief Survey.

Shiyu Duan, José C. Príncipe

CoRR, 2021

2020

On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation.

Shiyu Duan, Shujian Yu, Yunmei Chen, José C. Príncipe

Neural Comput., 2020

JPAD-SE: High-Level Semantics for Joint Perception-Accuracy-Distortion Enhancement in Image Compression.

Shiyu Duan, Huaijin G. Chen, Jinwei Gu

CoRR, 2020

2018

Learning Multiple Levels of Representations with Kernel Machines.

Shiyu Duan, Yunmei Chen, José C. Príncipe

CoRR, 2018

2015

The syndromes of lung cancer and compatibility of medicine in Traditional Chinese Medicine science treatment based on Clustering Algorithm.

Miao Wang, Mengying Wang, Dongyi Wang, Shiyu Duan, Yisheng Wang, Yanjun Huang, Huiliang Shang

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015