research
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03/30/2023
Efficient distributed representations beyond negative sampling
This article describes an efficient method to learn distributed represen...
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03/05/2021
Nishimori meets Bethe: a spectral method for node classification in sparse weighted graphs
This article unveils a new relation between the Nishimori temperature pa...
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06/03/2020
Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian
This article considers the problem of community detection in sparse dyna...
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03/20/2020
A unified framework for spectral clustering in sparse graphs
This article considers spectral community detection in the regime of spa...
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12/03/2019
Optimal Laplacian regularization for sparse spectral community detection
Regularization of the classical Laplacian matrices was empirically shown...
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01/25/2019