Calibrated Adaptive Probabilistic ODE Solvers

15 December 2020

Papers citing "Calibrated Adaptive Probabilistic ODE Solvers"

12 / 12 papers shown

Title
Numerically Robust Fixed-Point Smoothing Without State Augmentation Nicholas Krämer 69 2 0 30 Sep 2024
Bayesian ODE Solvers: The Maximum A Posteriori Estimate Filip Tronarp Simo Sarkka Philipp Hennig 58 42 0 01 Apr 2020
A Modern Retrospective on Probabilistic Numerics Chris J. Oates T. Sullivan AI4CE 51 64 0 14 Jan 2019
Probabilistic Solutions To Ordinary Differential Equations As Non-Linear Bayesian Filtering: A New Perspective Filip Tronarp Hans Kersting Simo Särkkä Philipp Hennig 68 64 0 08 Oct 2018
Convergence Rates of Gaussian ODE Filters Hans Kersting T. Sullivan Philipp Hennig 46 39 0 25 Jul 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 329 5,076 0 19 Jun 2018
Bayesian Probabilistic Numerical Methods Jon Cockayne Chris J. Oates T. Sullivan Mark Girolami 62 165 0 13 Feb 2017
Probabilistic Linear Multistep Methods Onur Teymur K. Zygalakis B. Calderhead 34 33 0 26 Oct 2016
A probabilistic model for the numerical solution of initial value problems Michael Schober Simo Särkkä Philipp Hennig 59 81 0 17 Oct 2016
Active Uncertainty Calibration in Bayesian ODE Solvers Hans Kersting Philipp Hennig 34 47 0 11 May 2016
Probabilistic Numerics and Uncertainty in Computations Philipp Hennig Michael A. Osborne Mark Girolami 57 306 0 03 Jun 2015
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 284 4,167 0 21 May 2015