Publications
Publications
References
28.
Rodrigo Iza-Teran and Jochen Garcke
A geometrical method for low-dimensional representations of simulations
SIAM/ASA J. Uncertain. Quantif., 7(2):472--496
2019
27.
Jochen Garcke and Ilja Kalmykov
Efficient higher order time discretization schemes for Hamilton-Jacobi-Bellman equations based on diagonally implicit symplectic Runge-Kutta methods
Hamilton-Jacobi-Bellman equations Volume 21 of Radon Ser. Comput. Appl. Math.
page 97--128.
Publisher: De Gruyter, Berlin,
2018
26.
Jochen Garcke and Axel Kröner
Suboptimal feedback control of PDEs by solving HJB equations on adaptive sparse grids
J. Sci. Comput., 70(1):1--28
2017
25.
Jochen Garcke, Mandar Pathare and Nikhil Prabakaran
ModelCompare
Scientific computing and algorithms in industrial simulations
page 199--205.
Publisher: Springer, Cham,
2017
24.
Bastian Bohn, Jochen Garcke and Michael Griebel
A sparse grid based method for generative dimensionality reduction of high-dimensional data
J. Comput. Phys., 309:1--17
2016
23.
Jia Liu, Dustin Feld, Yong Xue, Jochen Garcke and Thomas Soddemann
Multi-Core Processors and Graphics Processing Unit Accelerators for Parallel Retrieval of Aerosol Optical Depth from Satellite Data: Implementation, Performance and Energy Efficiency
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(5):2306-2317
2015
22.
Jochen Garcke and Irene Klompmaker
Adaptive sparse grids in reinforcement learning
Extraction of quantifiable information from complex systems Volume 102 of Lect. Notes Comput. Sci. Eng.
page 179--194.
Publisher: Springer, Cham,
2014
21.
Jochen Garcke and Thomas Vanck
Importance Weighted Inductive Transfer Learning for Regression
In Toon Calders, Floriana Esposito, Eyke Hüllermeier and Rosa Meo, editor, Proceedings of ECMLPKDD 2014, Nancy Volume 8724 of Lecture Notes in Computer Science , page 466-481.
Publisher: Springer Berlin Heidelberg,
2014
ISBN: 978-3-662-44847-2
20.
Olivier Bokanowski, Jochen Garcke, Michael Griebel and Irene Klompmaker
An adaptive sparse grid semi-Lagrangian scheme for first order Hamilton-Jacobi Bellman equations
J. Sci. Comput., 55(3):575--605
2013
19.
Jochen Garcke, Thomas Gerstner and Michael Griebel
Intraday foreign exchange rate forecasting using sparse grids
Sparse grids and applications Volume 88 of Lect. Notes Comput. Sci. Eng.
page 81--105.
Publisher: Springer, Heidelberg,
2013
18.
Jochen Garcke
Sparse grids in a nutshell
Sparse grids and applications Volume 88 of Lect. Notes Comput. Sci. Eng.
page 57--80.
Publisher: Springer, Heidelberg,
2013
17.
Alexander Paprotny and Jochen Garcke
On a Connection between Maximum Variance Unfolding, Shortest Path Problems and IsoMap
15th International Conference on Artificial Intelligence and Statistics (AISTATS 2012) , page 859-867.
La Palma, Canary Islands, Spain
2012
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