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04/11/2021
Weak Form Generalized Hamiltonian Learning
We present a method for learning generalized Hamiltonian decompositions ...
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06/04/2020
Quadruply Stochastic Gaussian Processes
We introduce a stochastic variational inference procedure for training s...
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09/12/2018
Discretely Relaxing Continuous Variables for tractable Variational Inference
We explore a new research direction in Bayesian variational inference wi...
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08/09/2018
Exploiting Structure for Fast Kernel Learning
We propose two methods for exact Gaussian process (GP) inference and lea...
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07/05/2018
