By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
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Updated
Jan 28, 2021 - R
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Multivariate Normal Hermite-Birkhoff Interpolating Splines in Julia
An R package for I-prior regression
My PhD thesis: Regression modelling using priors depending on Fisher information covariance kernels (I-priors)
Finite-Sample Integral Gaussian Processes
Discretized Wasserstein Particle Flows of a MMD-regularized f-divergence functional.
1-D Normal Splines in Julia
Additive interaction modelling using I-priors
Binary and multinomial probit regression 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)
Multivariate Normal Hermite-Birkhoff Uniform Smoothing Splines in Julia
A Bayesian functional regression framework built on RKHS's and reversible jump MCMC.
A functional regression framework built on Bayesian inference and RKHS's.
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