Simon Becker

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Numerical Algorithms

Natural Gradient

Top Venues

IEEE Trans. Inf. Theory

Math. Control. Signals Syst.

Publications

Simon Becker, Nilanjana Datta, Ludovico Lami, Cambyse Rouze
Classical Shadow Tomography for Continuous Variables Quantum Systems. IEEE Trans. Inf. Theory 70 (5) (2024)
Joana Reuss, Jan MacDonald, Simon Becker, Lorenz Richter, Marco Körner
EuroCropsML: A Time Series Benchmark Dataset For Few-Shot Crop Type Classification. CoRR (2024)
Simon Becker, Niklas Galke, Robert Salzmann, Lauritz van Luijk
Convergence rates for the Trotter-Kato splitting. CoRR (2024)
Simon Becker, Nilanjana Datta, Michael G. Jabbour
From Classical to Quantum: Uniform Continuity Bounds on Entropies in Infinite Dimensions. IEEE Trans. Inf. Theory 69 (7) (2023)
Guillaume Bal, Simon Becker, Alexis Drouot, Clotilde Fermanian Kammerer, Jianfeng Lu, Alexander B. Watson
Edge State Dynamics Along Curved Interfaces. SIAM J. Math. Anal. 55 (5) (2023)
Benjamin Kazenwadel, Simon Becker, Marina Graf, Marcus Geimer
Aligning process quality and efficiency in agricultural soil tillage. Autom. 71 (11) (2023)
Lukas Michiels, Benjamin Kazenwadel, Simon Becker, Marcus Geimer
Real-time localization for mobile machines by fusing barometric altitude measurements with surface profiles. FUSION (2022)
Petar Ristoski, Aritra Mandal, Simon Becker, Anu Mandalam, Ethan Hart, Sanjika Hewavitharana, Zhe Wu, Qunzhi Zhou
Shoe Size Resolution in Search Queries and Product Listings using Knowledge Graphs. CIKM (2022)
Simon Becker, Jonathan Sewell, Euan Tebbutt
Computability of magnetic Schrödinger and Hartree equations on unbounded domains. CoRR (2021)
Simon Becker, Nilanjana Datta, Michael G. Jabbour
From Classical to Quantum: Uniform Continuity Bounds on Entropies in Infinite Dimensions. CoRR (2021)
Simon Becker, Anders Hansen
Computing solutions of Schrödinger equations on unbounded domains- On the brink of numerical algorithms. CoRR (2020)
Simon Becker, Lorenz Richter
Model Order Reduction for (Stochastic-) Delay Equations With Error Bounds. CoRR (2020)
Simon Becker, Wuchen Li
Quantum statistical learning via Quantum Wasserstein natural gradient. CoRR (2020)
Simon Becker, Carsten Hartmann
Infinite-dimensional bilinear and stochastic balanced truncation with explicit error bounds. Math. Control. Signals Syst. 31 (2) (2019)
Simon Becker, Carsten Hartmann, Martin Redmann, Lorenz Richter
Feedback control theory & Model order reduction for stochastic equations. CoRR (2019)
Simon Becker, Yao Zhang, Alpha A. Lee
Geometry of energy landscapes and the optimizability of deep neural networks. CoRR (2018)
Viktor Dmitriyev, Felix Kruse, Hauke Precht, Simon Becker, Andreas Solsbach, Jorge Marx Gómez
Building A Big Data Analytical Pipeline With Hadoop For Processing Enterprise XML Data. MCIS (2017)