9 citations · 14 across the 3 of their papers we have counts for
3 papers
stat.ML2018
Multi-distance Support Matrix Machines
Yunfei Ye, Dong Han
Real-world data such as digital images, MRI scans and electroencephalography signals are naturally represented as matrices with structural information. Most existing classifiers ai…
stat.ML2017★ 9 cited
A Nonlinear Kernel Support Matrix Machine for Matrix Learning
Yunfei Ye
In many problems of supervised tensor learning (STL), real world data such as face images or MRI scans are naturally represented as matrices, which are also called as second order…
stat.ML2017★ 5 cited
The Matrix Hilbert Space and Its Application to Matrix Learning
Yunfei Ye
Theoretical studies have proven that the Hilbert space has remarkable performance in many fields of applications. Frames in tensor product of Hilbert spaces were introduced to gene…