Simon Weissmann
Scholar

Simon Weissmann

Google Scholar ID: Pfxc_RgAAAAJ
Universität Mannheim
Inverse problemsUncertainty quantification
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Citations & Impact
All-time
Citations
320
 
H-index
9
 
i10-index
8
 
Publications
20
 
Co-authors
0
 
Contact
Emailsimon.weissmann@uni-mannheim.de
Publications
6 items
The Role of Target Update Frequencies in Q-Learning
2026
Cited
0
An Approximate Ascent Approach To Prove Convergence of PPO
2026
Cited
0
Adaptive Kernel Selection for Stein Variational Gradient Descent
2025
Cited
0
Controlling the Flow: Stability and Convergence for Stochastic Gradient Descent with Decaying Regularization
2025
Cited
0
Clustered KL-barycenter design for policy evaluation
2025
Cited
0
Almost sure convergence rates of stochastic gradient methods under gradient domination
arXiv.org · 2024
Cited
3
Resume
Academic Achievements
  • No specific academic achievements (such as publications, awards, etc.) listed
Research Experience
  • - Since 2023, Assistant Professor (W1) at the University of Mannheim
  • - 2020–2023, Postdoc with Prof. Jakob Zech, Heidelberg University
Education
  • - 2017-2020, PhD supervised by Prof. Claudia Schillings at the University of Mannheim
  • - 2012-2017, Studies of Business Mathematics at the University of Mannheim
  • - Member of the research training group 'Statistical Modeling of Complex Systems and Processes' Heidelberg-Mannheim
Background
  • Assistant Professor of applied stochastics, with research interests in (Bayesian) Inverse Problems, (Stochastic) Optimization, (Ensemble) Kalman Filtering, Monte Carlo methods, Rare event simulation, and applications in Machine Learning.