Sebastian Becker

28 papers C 1Journal 19Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DFCA: Decentralized Federated Clustering Algorithm. CoRR Jonas Kirch, Sebastian Becker, Tiago Koketsu Rodrigues, Stefan Harmeling
2025	J	`jnl`	Expert Survey: AI Reliability & Security Research Priorities. CoRR Joe O'Brien, Jeremy Dolan, Jay Kim, Jonah Dykhuizen, Jeba Sania, Sebastian Becker, Jam Kraprayoon, Cara Labrador
2025	J	`jnl`	Multi-Party Computation in Corporate Data Processing: Legal and Technical Insights. IACR Cryptol. ePrint Arch. Sebastian Becker, Christoph Bösch, Benjamin Hettwer, Thomas Hoeren, Merlin Rombach, Sven Trieflinger, Hossein Yalame
2024	C	`conf`	Interoperable Open Data Platforms: A Prototype for Sharing CKAN Data Sources. DATA Sebastian Becker, Marcel Altendeitering
2023	J	`jnl`	An efficient Monte Carlo scheme for Zakai equations. Commun. Nonlinear Sci. Numer. Simul. Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2022	J	`jnl`	An efficient Monte Carlo scheme for Zakai equations. CoRR Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2022	J	`jnl`	Deep learning approximations for non-local nonlinear PDEs with Neumann boundary conditions. CoRR Victor Boussange, Sebastian Becker, Arnulf Jentzen, Benno Kuckuck, Loïc Pellissier
2022	J	`jnl`	Learning the random variables in Monte Carlo simulations with stochastic gradient descent: Machine learning for parametric PDEs and financial derivative pricing. CoRR Sebastian Becker, Arnulf Jentzen, Marvin S. Müller, Philippe von Wurstemberger
2021	J	`jnl`	Deep Splitting Method for Parabolic PDEs. SIAM J. Sci. Comput. Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2021	J	`jnl`	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 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
2021	J	`jnl`	Solving the Kolmogorov PDE by Means of Deep Learning. J. Sci. Comput. Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen
2020	—	`conf`	Classification of Students' Conceptual Understanding in STEM Education using Their Visual Attention Distributions: A Comparison of Three Machine-Learning Approaches. CSEDU (1) Stefan Küchemann, Pascal Klein, Sebastian Becker, Niharika Kumari, Jochen Kuhn
2020	J	`jnl`	Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems. CoRR Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2020	—	`conf`	Gaze-Based Prediction of Students' Understanding of Physics Line-Graphs: An Eye-Tracking-Data Based Machine-Learning Approach. CSEDU (Selected Papers) Stefan Küchemann, Sebastian Becker, Pascal Klein, Jochen Kuhn
2020	J	`jnl`	Numerical simulations for full history recursive multilevel Picard approximations for systems of high-dimensional partial differential equations. CoRR Sebastian Becker, Ramon Braunwarth, Martin Hutzenthaler, Arnulf Jentzen, Philippe von Wurstemberger
2019	J	`jnl`	A Hybrid Robotic System for Arm Training of Stroke Survivors: Concept and First Evaluation. IEEE Trans. Biomed. Eng. 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
2019	J	`jnl`	Deep Optimal Stopping. J. Mach. Learn. Res. Sebastian Becker, Patrick Cheridito, Arnulf Jentzen
2019	J	`jnl`	Deep splitting method for parabolic PDEs. CoRR Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2019	J	`jnl`	Solving high-dimensional optimal stopping problems using deep learning. CoRR Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Timo Welti
2019	J	`jnl`	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. Sebastian Becker, Sylvie C. F. A. von Werder, A.-K. Lassek, Catherine Disselhorst-Klug
2018	—	`conf`	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 Alberto Isaac Pérez-SanPablo, Elisa Romero Avila, Alicia Meneses Peñaloza, Catherine Disselhorst-Klug, Sebastian Becker, Juan Manuel Ibarra Zannatha, Josefina Gutiérrez-Martínez
2018	J	`jnl`	Solving stochastic differential equations and Kolmogorov equations by means of deep learning. CoRR Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen
2017	—	`conf`	The combined action of a passive exoskeleton and an EMG-controlled neuroprosthesis for upper limb stroke rehabilitation: First results of the RETRAINER project. ICORR 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
2016	J	`jnl`	An Exponential Wagner-Platen Type Scheme for SPDEs. SIAM J. Numer. Anal. Sebastian Becker, Arnulf Jentzen, Peter E. Kloeden
2014	—	`conf`	Die Evaluation generischer Einbettung automatisierter Programmbewertung am Beispiel von Moodle und aSQLg. DeLFI Andreas Stöcker, Sebastian Becker, Robert Garmann, Felix Heine, Carsten Kleiner, Peter Werner, Sören Grzanna, Oliver J. Bott
2014	—	`conf`	Wiederverwendbarkeit von Programmieraufgaben durch Interoperabilität von Programmierlernsystemen. DeLFI Sven Strickroth, Michael Striewe, Oliver Müller, Uta Priss, Sebastian Becker, Oliver J. Bott, Niels Pinkwart
2013	—	`conf`	Evaluation automatisierter Programmbewertung bei der Vermittlung der Sprachen Java und SQL mit den Gradern "aSQLg" und "Graja" aus studentischer Perspektive.. DeLFI Andreas Stöcker, Sebastian Becker, Robert Garmann, Felix Heine, Carsten Kleiner, Oliver J. Bott
2013	—	`conf`	Prototypische Integration automatisierter Programmbewertung in das LMS Moodle. ABP Sebastian Becker, Andreas Stöcker, Daniel Bräckelmann, Robert Garmann, Sören Grzanna, Felix Heine, Carsten Kleiner, Peter Werner, Oliver J. Bott