Maximilien Dreveton

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Finite Mixture Models

Community Detection

Top Venues

Publications

Konstantin Avrachenkov, Maximilien Dreveton, Lasse Leskelä
Recovering Static and Time-Varying Communities Using Persistent Edges. IEEE Trans. Netw. Sci. Eng. 11 (2) (2024)
Maximilien Dreveton, Alperen Gözeten, Matthias Grossglauser, Patrick Thiran
Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models. CoRR (2024)
Maximilien Dreveton, Charbel Chucri, Matthias Grossglauser, Patrick Thiran
Why the Metric Backbone Preserves Community Structure. CoRR (2024)
Maximilien Dreveton, Alperen Gözeten, Matthias Grossglauser, Patrick Thiran
Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models. COLT (2024)
Maximilien Dreveton, Felipe S. Fernandes, Daniel R. Figueiredo
Exact recovery and Bregman hard clustering of node-attributed Stochastic Block Model. NeurIPS (2023)
Maximilien Dreveton, Felipe S. Fernandes, Daniel R. Figueiredo
Exact Recovery and Bregman Hard Clustering of Node-Attributed Stochastic Block Model. CoRR (2023)
Maximilien Dreveton, Daichi Kuroda, Matthias Grossglauser, Patrick Thiran
When Does Bottom-up Beat Top-down in Hierarchical Community Detection? CoRR (2023)
Konstantin Avrachenkov, Maximilien Dreveton, Lasse Leskelä
Recovering Communities in Temporal Networks Using Persistent Edges. CSoNet (2021)
Konstantin Avrachenkov, Maximilien Dreveton
Almost exact recovery in noisy semi-supervised learning. CoRR (2020)
Konstantin Avrachenkov, Andrei Bobu, Maximilien Dreveton
Higher-Order Spectral Clustering for Geometric Graphs. CoRR (2020)
Konstantin Avrachenkov, Maximilien Dreveton, Lasse Leskelä
Estimation of Static Community Memberships from Temporal Network Data. CoRR (2020)
Konstantin Avrachenkov, Maximilien Dreveton
Almost Exact Recovery in Label Spreading. WAW (2019)