James Hensman

12

Papers

545

Total Citations

Papers (12)

SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Convolutional Gaussian Processes

NeurIPS 2017arXiv

Identification of Gaussian Process State Space Models

NeurIPS 2017arXiv

MCMC for Variationally Sparse Gaussian Processes

Pseudo-Extended Markov chain Monte Carlo

Deep Neural Networks as Point Estimates for Deep Gaussian Processes

Large-Scale Cox Process Inference using Variational Fourier Features

Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models

Deep Gaussian Processes with Importance-Weighted Variational Inference

Gaussian Process Conditional Density Estimation

Infinite-Horizon Gaussian Processes

Learning Invariances using the Marginal Likelihood