200 citations · 366 across the 10 of their papers we have counts for
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cs.LG2020★ 2 cited
Sequential Changepoint Detection in Neural Networks with Checkpoints
Michalis K. Titsias, Jakub Sygnowski, Yutian Chen
We introduce a framework for online changepoint detection and simultaneous model learning which is applicable to highly parametrized models, such as deep neural networks. It is bas…
cs.LG2020★ 1 cited
Importance Weighted Policy Learning and Adaptation
Alexandre Galashov, Jakub Sygnowski, Guillaume Desjardins +5
The ability to exploit prior experience to solve novel problems rapidly is a hallmark of biological learning systems and of great practical importance for artificial ones. In the m…