Sketching the Heat Kernel: Using Gaussian Processes to Embed Data

Anna C. Gilbert, Kevin O'Neill

This paper introduces a novel, non-deterministic method for embedding data in low-dimensional Euclidean space based on computing realizations of a Gaussian process depending on the…