Scholar
Maximilian Stubbemann
Google Scholar ID: jnaEhVQAAAAJ
Information Systems and Machine Learning Lab, University of Hildesheim, Germany
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Citations & Impact
All-time
Citations
82
H-index
5
i10-index
2
Publications
20
Co-authors
8
list available
Contact
No contact links provided.
Publications
4 items
TabResFlow: A Normalizing Spline Flow Model for Probabilistic Univariate Tabular Regression
2025
Cited
0
STADE: Standard Deviation as a Pruning Metric
2025
Cited
0
Channel Dependence, Limited Lookback Windows, and the Simplicity of Datasets: How Biased is Time Series Forecasting?
2025
Cited
0
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time Series Forecasting Based on Biological ODEs
2025
Cited
0
Resume (English only)
Academic Achievements
STADE: Standard Deviation as a Pruning Metric, Arxiv, 2025
Physiome-ODE: A Benchmark for Irregularly Sampled Time Sereis Forecasting based on Biological ODEs, ICLR, 2025
A Cross-Domain Benchmark for Active Learning, Neural Information Processing Systems, 2024
Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting, ECML PKDD 2024
Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training, arXiv:2404.06966, 2024
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing, arXiv:2403.03812, 2024
Moco: A Learnable Meta Optimizer for Combinatorial Optimization, Advances in Know, 2024
Research Experience
Works as a researcher at the Information Systems and Machine Learning Lab (ISMLL) and has been involved in multiple research projects.
Background
Research interests include information systems and machine learning. He works at the Information Systems and Machine Learning Lab (ISMLL).
Co-authors
8 total
Tom Hanika
Institute of Computer Science, University of Hildesheim
Gerd Stumme
Professor für Informatik, Universität Kassel & L3S Research Center
Co-author 3
Robert Jäschke
Professor of Information Processing and Analytics, Humboldt-Universität zu Berlin
Andreas Hotho
University of Würzburg
Co-author 6
Dominik Dürrschnabel
Baden Wuerttemberg Cooperative State University Mosbach
Co-author 8
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