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20192026
most citedThe Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning

59 citations · 120 across the 7 of their papers we have counts for

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stat.ML2019★ 1 cited

The Renyi Gaussian Process: Towards Improved Generalization

Xubo Yue, Raed Kontar

We introduce an alternative closed form lower bound on the Gaussian process () likelihood based on the Rényi -divergence. This new lower bound can be viewed as a c…

stat.ML2019★ 21 cited

Variational Inference of Joint Models using Multivariate Gaussian Convolution Processes

Xubo Yue, Raed Kontar

We present a non-parametric prognostic framework for individualized event prediction based on joint modeling of both longitudinal and time-to-event data. Our approach exploits a mu…