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Grigorios A Pavliotis: Accelerating convergence and reducing variance for Langevin samplers
When Is the Convergence Time of Langevin Algorithms Dimension Independent: ...
Stratification as a Device for Variance Reduction
Testing(3)
Grigorios Pavliotis: "Mean field limits of weakly interacting diffusions and applications"
Greg Pavliotis (DDMCS@Turing): Phase transitions for mean field limits of noisy interacting agents
Mate Lengyel: Neural variability and sampling-based probabilistic representations
Big data Madrid 2018: Grigorios Pavliotis
[統計力學特論] 15、Langevin Equation
06 Leo Convergence Acceleration
Stochastic Gradient Langevin Sampling
Local Optimality and Generalization Guarantees for the Langevin Algorithm ...