Yufan Zhou

Learning Manifold Implicitly via Explicit Heat-Kernel Learning

2020 · arXiv (Cornell University)

Manifold learning is a fundamental problem in machine learning with numerous applications. Most of the existing methods directly learn the low-dimensional embedding of the data in some high-dimensional space, and usually lack the flexibility of …