Christopher van der Heide

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Preference Learning

Information Criterion

Gaussian Process

Top Venues

Publications

Liam Hodgkinson, Christopher van der Heide, Robert Salomone, Fred Roosta, Michael W. Mahoney
The Interpolating Information Criterion for Overparameterized Models. CoRR (2023)
Liam Hodgkinson, Christopher van der Heide, Robert Salomone, Fred Roosta, Michael W. Mahoney
A PAC-Bayesian Perspective on the Interpolating Information Criterion. CoRR (2023)
Liam Hodgkinson, Christopher van der Heide, Fred Roosta, Michael W. Mahoney
Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes. ICML (2023)
Liam Hodgkinson, Christopher van der Heide, Fred Roosta, Michael W. Mahoney
Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes. CoRR (2022)
Christopher van der Heide, Fred Roosta, Liam Hodgkinson, Dirk Kroese
Shadow Manifold Hamiltonian Monte Carlo. AISTATS (2021)
Russell Tsuchida, Tim Pearce, Christopher van der Heide, Fred Roosta, Marcus Gallagher
Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks. AAAI (2021)
Liam Hodgkinson, Christopher van der Heide, Fred Roosta, Michael W. Mahoney
Stochastic continuous normalizing flows: training SDEs as ODEs. UAI (2021)
Russell Tsuchida, Tim Pearce, Christopher van der Heide, Fred Roosta, Marcus Gallagher
Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks. CoRR (2020)
Liam Hodgkinson, Christopher van der Heide, Fred Roosta, Michael W. Mahoney
Stochastic Normalizing Flows. CoRR (2020)