Mini-workshop on Statistical Learning and Inference for Complex Dynamical Systems

Alla abstrakts finns på den engelska sidan. För deltagande online, mejla Adam Andersson.

13.15–13.20 Adam Andersson: Welcome & Introduction

13:20–14:10 Donald Estep: Nonparametric Bayesian Calibration of Computer Models

14:15–14:45 Raul Tempone: From Data Assimilation to Active Sensing: Belief-Space Control with Discrete Observations

14:50–15:20 Christian Andersson Naesseth: Simulation-Free Variational Inference for SDEs

15:20–15:40 Coffee Break

15:40–16:00 Karl Hammar: Low variance importance sampling for discretely observed SDE

16:05–16:25 Mika Persson: When multiple Bayesian estimators estimate each other

16:30–17:00 Larisa Beilina: Adaptive finite element method for malign melanoma detection

17:05–17:35 Anders Szepessy: Convergence for adaptive resampling of random features