Probability (math.PR)

High-Dimensional Asymptotics of Langevin Dynamics in Spiked Matrix Models

Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information

Local Optimality and Generalization Guarantees for the Langevin Algorithm via Empirical Metastability