Bernhard C. Geiger
Bernhard C. Geiger
Research Area Manager at Know-Center GmbH
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Zitiert von
Zitiert von
Learning representations for neural network-based classification using the information bottleneck principle
RA Amjad, BC Geiger
IEEE transactions on pattern analysis and machine intelligence 42 (9), 2225-2239, 2019
Greedy part-wise learning of sum-product networks
R Peharz, BC Geiger, F Pernkopf
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013
Relative information loss in the PCA
BC Geiger, G Kubin
2012 IEEE Information Theory Workshop, 562-566, 2012
Free space optical technologies
DM Forin, G Incerti, GMT Beleffi, ALJ Teixeira, LN Costa, PSDB Andrè, ...
Trends in Telecommunications Technologies, 2010
Optimal quantization for distribution synthesis
G Böcherer, BC Geiger
IEEE Transactions on Information Theory 62 (11), 6162-6172, 2016
On Information Plane Analyses of Neural Network Classifiers--A Review
BC Geiger
IEEE Transactions on Neural Networks and Learning Systems, 2021
On the Apparent Pareto Front of Physics-informed Neural Networks
FM Rohrhofer, S Posch, C Gößnitzer, BC Geiger
IEEE Access, 2023
A rate-distortion approach to caching
R Timo, SS Bidokhti, M Wigger, BC Geiger
IEEE transactions on information theory 64 (3), 1957-1976, 2017
Understanding neural networks and individual neuron importance via information-ordered cumulative ablation
RA Amjad, K Liu, BC Geiger
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7842-7852, 2021
Comparison between ratio detection and threshold comparison for GNSS acquisition
BC Geiger, C Vogel, M Soudan
IEEE transactions on aerospace and electronic systems 48 (2), 1772-1779, 2012
Comparison of link selection algorithms for free space optics/radio frequency hybrid network
F Nadeem, B Geiger, E Leitgeb, SS Muhammad, M Loeschnig, G Kandus
IET communications 5 (18), 2751-2759, 2011
Lumpings of Markov chains, entropy rate preservation, and higher-order lumpability
BC Geiger, C Temmel
Journal of Applied Probability 51 (4), 1114-1132, 2014
Optimal kullback–leibler aggregation via information bottleneck
BC Geiger, T Petrov, G Kubin, H Koeppl
IEEE Transactions on Automatic Control 60 (4), 1010-1022, 2014
On the role of fixed points of dynamical systems in training physics-informed neural networks
FM Rohrhofer, S Posch, C Gößnitzer, BC Geiger
arXiv preprint arXiv:2203.13648, 2022
Feature extraction from analog wafermaps: A comparison of classical image processing and a deep generative model
T Santos, S Schrunner, BC Geiger, O Pfeiler, A Zernig, A Kaestner, R Kern
IEEE Transactions on Semiconductor Manufacturing 32 (2), 190-198, 2019
Signal enhancement as minimization of relevant information loss
BC Geiger, G Kubin
SCC 2013; 9th International ITG Conference on Systems, Communication and …, 2013
On the detection probability of parallel code phase search algorithms in GPS receivers
BC Geiger, M Soudan, C Vogel
21st Annual IEEE International Symposium on Personal, Indoor and Mobile …, 2010
Segma: Semi-supervised gaussian mixture autoencoder
M Śmieja, M Wołczyk, J Tabor, BC Geiger
IEEE transactions on neural networks and learning systems 32 (9), 3930-3941, 2020
On the Information Loss in Memoryless Systems: The Multivariate Case
BC Geiger, G Kubin
International Zurich Seminar on Communications, 32, 2012
On the information dimension of stochastic processes
BC Geiger, T Koch
IEEE transactions on information theory 65 (10), 6496-6518, 2019
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