Discretized Wasserstein Particle Flows of a MMD-regularized f-divergence functional.
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Updated
Jun 5, 2024 - Python
Discretized Wasserstein Particle Flows of a MMD-regularized f-divergence functional.
An R package for I-prior regression
A functional regression framework built on Bayesian inference and RKHS's.
Additive interaction modelling using I-priors
Code repository for the UAI 2020 paper "Active learning of conditional mean embeddings via Bayesian optimisation" by S. R. Chowdhury, R. Oliveira and F. Ramos.
Empirical analysis of the Laplace and neural tangent kernel reproducing kernel Hilbert space (RKHS)
Binary and multinomial probit regression using I-priors
My PhD thesis: Regression modelling using priors depending on Fisher information covariance kernels (I-priors)
Multivariate Normal Hermite-Birkhoff Uniform Smoothing Splines in Julia
Multivariate Normal Hermite-Birkhoff Interpolating Splines in Julia
1-D Normal Splines in Julia
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Finite-Sample Integral Gaussian Processes
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