Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference

Jian Xu; Delu Zeng; John Paisley

2024 ICML ICML 2024

Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Jian Xu, Delu Zeng, John Paisley

Topics

Machine Learning > Optimization & Theory > Bayesian Inference Deep Learning > Models > Variational Inference Deep Learning > Learning Types > Representation Learning

Keywords

marginal likelihood score matching inducing point neural network deep gaussian processes denoising diffusion variational inference

Download PDF