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11/09/2021
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning
The Internet of Things (IoT) is on the verge of a major paradigm shift. ...
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04/06/2020
On Negative Transfer and Structure of Latent Functions in Multi-output Gaussian Processes
The multi-output Gaussian process (MGP) is based on the assumption that ...
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10/15/2019
The Rényi Gaussian Process
In this article we introduce an alternative closed form lower bound on t...
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03/09/2019
Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data
The advance of modern sensor technologies enables collection of multi-st...
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03/09/2019
Variational Inference of Joint Models using Multivariate Gaussian Convolution Processes
We present a non-parametric prognostic framework for individualized even...
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01/31/2019