A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

Guillaume Huguet, Alexander Tong, Edward De Brouwer +4

Diffusion-based manifold learning methods have proven useful in representation learning and dimensionality reduction of modern high dimensional, high throughput, noisy datasets. Su…