Benjamin Säfken

Professor

Clausthal University of Technology

Germany

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About

Professor Benjamin Säfken is affiliated with Clausthal University of Technology in Germany. His research primarily focuses on adaptive spline regression, smoothing parameter estimation, and probabilistic topic modeling, as evidenced by his recent publications. He contributes significantly to the fields of AI and statistics, exploring innovative methodologies in data analysis and visualization.

Articles (10)

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2025

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

Collaborators (1)

Tobias Hepp

Friedrich-Alexander Universität Erlangen-Nürnberg

GERMANY

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Benjamin Säfken

Research Interests

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Articles (10)

Penalized regression splines in Mixture Density Networks

Enhancing Adaptive Spline Regression: An Evolutionary Approach to Optimal Knot Placement and Smoothing Parameter Selection

Gradient-based smoothing parameter estimation for neural P-splines

Probabilistic Topic Modeling With Transformer Representations

Probabilistic Topic Modeling With Transformer Representations

On the degrees of freedom of the smoothing parameter

SIRITVIS: Social Interaction Research Insights Topic Visualisation

Editorial special issue: Bridging the gap between AI and Statistics

One-way ticket to the moon? An NLP-based insight on the phenomenon of small-scale neo-broker trading

Topics in the Haystack: Enhancing Topic Quality through Corpus Expansion

Collaborators (1)

Tobias Hepp

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