Search Results for author: Niki A. Loppi

Found 2 papers, 1 papers with code

Latest Development in the FoTran Project – Scaling Up Language Coverage in Neural Machine Translation Using Distributed Training with Language-Specific Components

no code implementations • EAMT 2022 • Raúl Vázquez, Michele Boggia, Alessandro Raganato, Niki A. Loppi, Stig-Arne Grönroos, Jörg Tiedemann

We describe the enhancement of a multilingual NMT toolkit developed as part of the FoTran project.

Machine Translation NMT +1

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Spatio-Temporal Variational Gaussian Processes

1 code implementation • NeurIPS 2021 • Oliver Hamelijnck, William J. Wilkinson, Niki A. Loppi, Arno Solin, Theodoros Damoulas

We introduce a scalable approach to Gaussian process inference that combines spatio-temporal filtering with natural gradient variational inference, resulting in a non-conjugate GP method for multivariate data that scales linearly with respect to time.

Gaussian Processes Variational Inference

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