Unsupervised Multilingual Alignment using Wasserstein Barycenter

1 code implementation • 28 Jan 2020 • Xin Lian, Kshitij Jain, Jakub Truszkowski, Pascal Poupart, Yao-Liang Yu

We study unsupervised multilingual alignment, the problem of finding word-to-word translations between multiple languages without using any parallel data.

Translation Unsupervised Machine Translation +1

Learning partial correlation graphs and graphical models by covariance queries

no code implementations • 22 Jun 2019 • Gábor Lugosi, Jakub Truszkowski, Vasiliki Velona, Piotr Zwiernik

We study the problem of recovering the structure underlying large Gaussian graphical models or, more generally, partial correlation graphs.