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math.PR2026
Estimation and Recovery of a Planted Dense Subgraph from a Single Network Cascade
Maximilien Dreveton, Paula Mürmann, Patrick Thiran
We study the inference of a planted dense component in a sparse random graph from a single spreading process. The graph has an Erdős-Rényi background with edge probability an…
cs.LG2026
Hierarchical Clustering Can Jointly Satisfy Richness, Consistency, and Scale Invariance
Daichi Kuroda, Maximilien Dreveton, Matthias Grossglauser +1
Despite its ubiquity, clustering lacks a universally accepted definition of what is a cluster. Kleinberg's Impossibility Theorem formalizes this difficulty by showing that no flat…