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20152026
most citedExact ICL maximization in a non-stationary temporal extension of the stochastic block model for dynamic networks

25 citations · 40 across the 5 of their papers we have counts for

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stat.ML2026

Bridging Maximum Likelihood and Optimal Transport for Efficient Inference and Model Selection in Stochastic Block Models

Simon Queric, Cédric Vincent-Cuaz, Charles Bouveyron +1

We study inference in stochastic block models (SBMs) through the lens of optimal transport (OT). We first establish that maximum likelihood variational inference (MLVI) can be inte…