Sebastian Becker

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 20

Top Topics

Differential Equations

Optimal Stopping

Top Venues

CSEDU (Selected Papers)

Publications

Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
An efficient Monte Carlo scheme for Zakai equations. Commun. Nonlinear Sci. Numer. Simul. 126 (2023)
Sebastian Becker, Arnulf Jentzen, Marvin S. Müller, Philippe von Wurstemberger
Learning the random variables in Monte Carlo simulations with stochastic gradient descent: Machine learning for parametric PDEs and financial derivative pricing. CoRR (2022)
Victor Boussange, Sebastian Becker, Arnulf Jentzen, Benno Kuckuck, Loïc Pellissier
Deep learning approximations for non-local nonlinear PDEs with Neumann boundary conditions. CoRR (2022)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
An efficient Monte Carlo scheme for Zakai equations. CoRR (2022)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
Deep Splitting Method for Parabolic PDEs. SIAM J. Sci. Comput. 43 (5) (2021)
Andrea Crema, Ivan Furfaro, Flavio Raschellà, Mauro Rossini, Johannes Zajc, Constantin Wiesener, Walter Baccinelli, Davide Proserpio, Andreas Augsten, Nancy Immick, Sebastian Becker, Matthias Weber, Thomas Schauer, Karsten Krakow, Giulio Gasperini, Franco Molteni, Michael Friedrich Russold, Maria Bulgheroni, Silvestro Micera
Reactive Exercises with Interactive Objects: Interim Analysis of a Randomized Trial on Task-Driven NMES Grasp Rehabilitation for Subacute and Early Chronic Stroke Patients. Sensors 21 (20) (2021)
Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen
Solving the Kolmogorov PDE by Means of Deep Learning. J. Sci. Comput. 88 (3) (2021)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems. CoRR (2020)
Stefan Küchemann, Sebastian Becker, Pascal Klein, Jochen Kuhn
Gaze-Based Prediction of Students' Understanding of Physics Line-Graphs: An Eye-Tracking-Data Based Machine-Learning Approach. CSEDU (Selected Papers) (2020)
Stefan Küchemann, Pascal Klein, Sebastian Becker, Niharika Kumari, Jochen Kuhn
Classification of Students' Conceptual Understanding in STEM Education using Their Visual Attention Distributions: A Comparison of Three Machine-Learning Approaches. CSEDU (1) (2020)
Sebastian Becker, Ramon Braunwarth, Martin Hutzenthaler, Arnulf Jentzen, Philippe von Wurstemberger
Numerical simulations for full history recursive multilevel Picard approximations for systems of high-dimensional partial differential equations. CoRR (2020)
Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Timo Welti
Solving high-dimensional optimal stopping problems using deep learning. CoRR (2019)
Sebastian Becker, Sylvie C. F. A. von Werder, A.-K. Lassek, Catherine Disselhorst-Klug
Time-frequency coherence of categorized sEMG data during dynamic contractions of biceps, triceps, and brachioradialis as an approach for spasticity detection. Medical Biol. Eng. Comput. 57 (3) (2019)
Sebastian Becker, Patrick Cheridito, Arnulf Jentzen
Deep Optimal Stopping. J. Mach. Learn. Res. 20 (2019)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
Deep splitting method for parabolic PDEs. CoRR (2019)
Emilia Ambrosini, Michael Friedrich Russold, Margit Gföhler, Markus Puchinger, Matthias Weber, Sebastian Becker, Karsten Krakow, Nancy Immick, Andreas Augsten, Mauro Rossini, Davide Proserpio, Johannes Zajc, Giulio Gasperini, Franco Molteni, Alessandra Pedrocchi, Simona Ferrante, Giancarlo Ferrigno, S. Dalla Gasperina, Maria Bulgheroni, Walter Baccinelli, Thomas Schauer, Constantin Wiesener
A Hybrid Robotic System for Arm Training of Stroke Survivors: Concept and First Evaluation. IEEE Trans. Biomed. Eng. 66 (12) (2019)
Alberto Isaac Pérez-SanPablo, Elisa Romero Avila, Alicia Meneses Peñaloza, Catherine Disselhorst-Klug, Sebastian Becker, Juan Manuel Ibarra Zannatha, Josefina Gutiérrez-Martínez
Position-Velocity Categorization of Time-Frequency Coherence for the Analysis of Muscle Coordination Dynamics of Elbow Joint During Low Force Movements in Healthy Children. CCE (2018)
Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen
Solving stochastic differential equations and Kolmogorov equations by means of deep learning. CoRR (2018)
Emilia Ambrosini, Simona Ferrante, Johannes Zajc, Maria Bulgheroni, Walter Baccinelli, Enrico d'Amico, Thomas Schauer, Constantin Wiesener, Michael Friedrich Russold, Margit Gföhler, Markus Puchinger, Matthias Weber, Sebastian Becker, Karsten Krakow, Mauro Rossini, Davide Proserpio, Giulio Gasperini, Franco Molteni, Giancarlo Ferrigno, Alessandra Pedrocchi
The combined action of a passive exoskeleton and an EMG-controlled neuroprosthesis for upper limb stroke rehabilitation: First results of the RETRAINER project. ICORR (2017)
Sebastian Becker, Arnulf Jentzen, Peter E. Kloeden
An Exponential Wagner-Platen Type Scheme for SPDEs. SIAM J. Numer. Anal. 54 (4) (2016)
Andreas Stöcker, Sebastian Becker, Robert Garmann, Felix Heine, Carsten Kleiner, Peter Werner, Sören Grzanna, Oliver J. Bott
Die Evaluation generischer Einbettung automatisierter Programmbewertung am Beispiel von Moodle und aSQLg. DeLFI (2014)
Sven Strickroth, Michael Striewe, Oliver Müller, Uta Priss, Sebastian Becker, Oliver J. Bott, Niels Pinkwart
Wiederverwendbarkeit von Programmieraufgaben durch Interoperabilität von Programmierlernsystemen. DeLFI (2014)
Sebastian Becker, Andreas Stöcker, Daniel Bräckelmann, Robert Garmann, Sören Grzanna, Felix Heine, Carsten Kleiner, Peter Werner, Oliver J. Bott
Prototypische Integration automatisierter Programmbewertung in das LMS Moodle. ABP (2013)
Andreas Stöcker, Sebastian Becker, Robert Garmann, Felix Heine, Carsten Kleiner, Oliver J. Bott
Evaluation automatisierter Programmbewertung bei der Vermittlung der Sprachen Java und SQL mit den Gradern "aSQLg" und "Graja" aus studentischer Perspektive.. DeLFI (2013)