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06/25/2022
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
The rising growth of deep neural networks (DNNs) and datasets in size mo...
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04/07/2020
Direct loss minimization for sparse Gaussian processes
The Gaussian process (GP) is an attractive Bayesian model for machine le...
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03/20/2020
Weighted Meta-Learning
Meta-learning leverages related source tasks to learn an initialization ...
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08/27/2019