RESEARCH INTERESTS
- Semi-supervised machine learning;
- Graph clustering;
- Complex networks;
- Dynamic networks.
PREPRINTS
- K. Avrachenkov, M. Dreveton, L. Leskelä: Community recovery in non-binary and temporal stochastic block models (2020, arXiv preprint arXiv:2008.04790)
- K. Avrachenkov, M. Dreveton: Almost exact recovery in noisy semi-supervised learning (2021, arXiv preprint arXiv:2007.14717)
PUBLICATIONS
- K. Avrachenkov, M. Dreveton, and L. Leskelä. Recovering Communities in Temporal Networks Using Persistent Edges. International Conference on Computational Data and Social Networks. Springer, Cham, 2021.
- K. Avrachenkov, A. Bobu, M. Dreveton: Higher-Order Spectral Clustering for Geometric Graphs (2021, Journal of Fourier Analysis and Applications)
- K. Avrachenkov, M. Dreveton: Almost Exact Recovery in Label Spreading (2019, International Workshop on Algorithms and Models for the Web-Graph, 30-43)
BOOKS
- Dreveton Maximilien, Lhabouz Joachim (2019) Leçons pour l’agrégation de mathématiques – Préparation à l’oral (in french).
- Konstantin Avrachenkov, Maximilien Dreveton (2022), Statistical Analysis of Networks, Now publishers,
Last update: October 2022.