Search Results for author: Adam Małkowski

Found 2 papers, 0 papers with code

Graph Vertex Embeddings: Distance, Regularization and Community Detection

no code implementations9 Apr 2024 Radosław Nowak, Adam Małkowski, Daniel Cieślak, Piotr Sokół, Paweł Wawrzyński

Graph embeddings have emerged as a powerful tool for representing complex network structures in a low-dimensional space, enabling the use of efficient methods that employ the metric structure in the embedding space as a proxy for the topological structure of the data.

Community Detection

ReGAE: Graph autoencoder based on recursive neural networks

no code implementations28 Jan 2022 Adam Małkowski, Jakub Grzechociński, Paweł Wawrzyński

In this paper we address the above challenge with recursive neural networks - the encoder and the decoder.

Decoder

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