Picture for Michael Hutchinson

Michael Hutchinson

Spectral Diffusion Processes

Sep 28, 2022
Angus Phillips, Thomas Seror, Michael Hutchinson, Valentin De Bortoli, Arnaud Doucet, Emile Mathieu

Figure 1 for Spectral Diffusion Processes

Figure 2 for Spectral Diffusion Processes

Figure 3 for Spectral Diffusion Processes

Figure 4 for Spectral Diffusion Processes

* 16 pages, 11 figures, submitted to Score-based Method Workshop at 36th Conference on Neural Information Processing Systems (NeurIPS 2022)

Access Paper or Ask Questions

Riemannian Diffusion Schrödinger Bridge

Jul 07, 2022
James Thornton, Michael Hutchinson, Emile Mathieu, Valentin De Bortoli, Yee Whye Teh, Arnaud Doucet

Figure 1 for Riemannian Diffusion Schrödinger Bridge

Figure 2 for Riemannian Diffusion Schrödinger Bridge

Figure 3 for Riemannian Diffusion Schrödinger Bridge

* Accepted to Continuous Time Methods for Machine Learning, ICML 2022

Access Paper or Ask Questions

Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels

Nov 25, 2021
Michael Hutchinson, Alexander Terenin, Viacheslav Borovitskiy, So Takao, Yee Whye Teh, Marc Peter Deisenroth

Figure 1 for Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels

Figure 2 for Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels

Figure 3 for Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels

Figure 4 for Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels

* Advances in Neural Information Processing Systems, 2021

Access Paper or Ask Questions

Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels

Oct 28, 2021
Michael Hutchinson, Alexander Terenin, Viacheslav Borovitskiy, So Takao, Yee Whye Teh, Marc Peter Deisenroth

Figure 1 for Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels

Figure 2 for Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels

Figure 3 for Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels

Figure 4 for Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels

* Advances in Neural Information Processing Systems, 2021

Access Paper or Ask Questions

Differentially Private Federated Variational Inference

Nov 24, 2019
Mrinank Sharma, Michael Hutchinson, Siddharth Swaroop, Antti Honkela, Richard E. Turner

Figure 1 for Differentially Private Federated Variational Inference

Figure 2 for Differentially Private Federated Variational Inference

Figure 3 for Differentially Private Federated Variational Inference

Figure 4 for Differentially Private Federated Variational Inference

* Privacy in Machine Learning Workshop (PriML 2019) at the 33rd Conference in Neural Information and Processing Systems (NeurIPS)

Access Paper or Ask Questions