Gaussian Processes

Model-based Asynchronous Hyperparameter and Neural Architecture Search featured image
Hyperparameter Optimization

Model-based Asynchronous Hyperparameter and Neural Architecture Search

We introduce a model-based method for asynchronous multi-fidelity hyperparameter and neural architecture search that combines the strengths of asynchronous Hyperband and Gaussian …

Aaron Klein
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A Handbook for Sparse Variational Gaussian Processes featured image
Gaussian Processes

A Handbook for Sparse Variational Gaussian Processes

We summarize the notation, identities, and derivations underlying the sparse variational Gaussian process (SVGP) framework.

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Louis Tiao
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