duvenaud/hierarchical-kernels

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Created about 11 years ago
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duvenaud/hierarchical-kernels

duvenaud

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Kernels for Bayesian Optimization in Conditional Parameter Spaces

phd-thesis

I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth

relax

Optimizing control variates for black-box gradient estimation

deep-limits

Repo for a paper about constructing priors on very deep models.

learn-discrete

Graduate topics course on learning discrete latent structure.

warped-mixtures

Code for density estimation with nonparametric cluster shapes.

harlemcmc-shake

Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.

jaxde

Prototypes of differentiable differential equation solvers in JAX.

additive-gps

Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.

herding-paper

Optimally-weighted herding is Bayesian Quadrature

warped-censor

Code for inference in a GPLVM with data-dependent non-response.