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andreas loukas

andreas loukas

machine learning and graph enthusiast

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Category: research in depth

How hard is to distinguish graphs with GNNs November 2, 2020November 7, 2020
Erdős goes neural: unsupervised learning of combinatorial algorithms with neural networks October 31, 2020April 7, 2021
Bibtex entries May 16, 2020October 17, 2021
What graph neural networks can and cannot learn December 27, 2019November 3, 2021
Path extrapolation with GNN (Wikispeedia game) July 28, 2019December 26, 2019
Path extrapolation with GNN March 18, 2019December 26, 2019
Demystifying graph coarsening (demo) November 5, 2018December 26, 2019
Demystifying graph coarsening (intro) May 26, 2018January 21, 2020
What is the most efficient graph filter? Chebyshev vs ARMA September 4, 2017December 22, 2019
The spectral leaking phenomenon in principal component estimation August 1, 2017December 22, 2019
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