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10/15/2018
Hyperparameter Learning via Distributional Transfer
Bayesian optimisation is a popular technique for hyperparameter learning...
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08/01/2018
A Differentially Private Kernel Two-Sample Test
Kernel two-sample testing is a useful statistical tool in determining wh...
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05/22/2018
Variational Learning on Aggregate Outputs with Gaussian Processes
While a typical supervised learning framework assumes that the inputs an...
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05/11/2017
Bayesian Approaches to Distribution Regression
Distribution regression has recently attracted much interest as a generi...
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03/22/2017