Výsledky vyhledávání - Manfred Opper

Deterministic particle flows for constraining stochastic nonlinear systems Autor Dimitra Maoutsa, Manfred Opper

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A Likelihood Approach for Inference of Population Heterogeneity in Particle Ensembles with Second-Order Langevin Dynamics Autor Jan Albrecht, Manfred Opper, Robert Großmann

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Interacting Particle Solutions of Fokker–Planck Equations Through Gradient–Log–Density Estimation Autor Dimitra Maoutsa, Sebastian Reich, Manfred Opper

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A Score-Based Approach for Training Schrödinger Bridges for Data Modelling Autor Ludwig Winkler, Cesar Ojeda, Manfred Opper

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Stochastic Control for Bayesian Neural Network Training Autor Ludwig Winkler, César Ojeda, Manfred Opper

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Flexible and Efficient Inference with Particles for the Variational Gaussian Approximation Autor Théo Galy-Fajou, Valerio Perrone, Manfred Opper

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Variational Bayesian Inference for Nonlinear Hawkes Process with Gaussian Process Self-Effects Autor Noa Malem-Shinitski, César Ojeda, Manfred Opper

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Likelihood-based heterogeneity inference reveals nonstationary effects in biohybrid cell-cargo transport Autor Jan Albrecht, Lara S. Dautzenberg, Manfred Opper, Carsten Beta, Robert Großmann

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