David Duvenaud

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

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

duvenaud

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

duvenaud

Optimally-weighted herding is Bayesian Quadrature

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Prototypes of differentiable differential equation solvers in JAX.

duvenaud

Graduate topics course on learning discrete latent structure.

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

duvenaud

Optimizing control variates for black-box gradient estimation

duvenaud

Code for density estimation with nonparametric cluster shapes.

duvenaud