Bernhard C. Geiger
Scholar

Bernhard C. Geiger

Google Scholar ID: LzQ2jAwAAAAJ
Assistant Professor at TU Graz; Research Area Manager at Know Center Research GmbH
Information TheoryMachine LearningStochastic Processes
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Citations & Impact
All-time
Citations
2,106
 
H-index
25
 
i10-index
53
 
Publications
20
 
Co-authors
85
list available
Publications
6 items
Geometric and Information Compression of Representations in Deep Learning
2026
Cited
0
Notation Matters: A Benchmark Study of Token-Optimized Formats in Agentic AI Systems
2026
Cited
0
Information Plane Analysis of Binary Neural Networks
2026
Cited
0
Stabilizing PINNs: A regularization scheme for PINN training to avoid unstable fixed points of dynamical systems
2025
Cited
0
B-PL-PINN: Stabilizing PINN Training with Bayesian Pseudo Labeling
2025
Cited
0
On the Role of Priors in Bayesian Causal Learning
IEEE Transactions on Artificial Intelligence · 2025
Cited
0
Co-authors
6 total
Rana Ali Amjad
Rana Ali Amjad
Applied (Research) Scientist at Amazon
Roman Kern
Roman Kern
Know Center, Graz University of Technology
Denis Helic
Denis Helic
Graz University of Technology
Barbara Schuppler
Barbara Schuppler
SPSC Laboratory, Graz University of Technology
Marek Śmieja
Marek Śmieja
Jagiellonian University
Tobias Koch
Tobias Koch
Universidad Carlos III de Madrid