Search Results for author: Kateryna Melnyk

Found 2 papers, 2 papers with code

Understanding microbiome dynamics via interpretable graph representation learning

1 code implementation2 Mar 2022 Kateryna Melnyk, Kuba Weimann, Tim O. F. Conrad

Through our experiments, we show that we can extract graph features such as clusters of nodes or edges that have the highest impact on the model to learn the low-dimensional representation.

Graph Representation Learning

GraphKKE: Graph Kernel Koopman Embedding for Human Microbiome Analysis

1 code implementation12 Aug 2020 Kateryna Melnyk, Stefan Klus, Grégoire Montavon, Tim Conrad

We demonstrate that our method can capture temporary changes in the time-evolving graph on both created synthetic data and real-world data.

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