Bernhard C. Geiger
Bernhard C. Geiger
Senior Researcher at Know-Center GmbH
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
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
100*2019
Greedy part-wise learning of sum-product networks
R Peharz, BC Geiger, F Pernkopf
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
802013
Free space optical technologies
DM Forin, ALJ Teixeira, B Geiger, E Leitgeb, F Nadeem, G Incerti, ...
IntechOpen, 2010
582010
Relative information loss in the PCA
BC Geiger, G Kubin
2012 IEEE Information Theory Workshop, 562-566, 2012
512012
A rate-distortion approach to caching
R Timo, SS Bidokhti, M Wigger, BC Geiger
IEEE transactions on information theory 64 (3), 1957-1976, 2017
432017
Optimal quantization for distribution synthesis
G Böcherer, BC Geiger
IEEE Transactions on Information Theory 62 (11), 6162-6172, 2016
382016
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
272012
Lumpings of Markov chains, entropy rate preservation, and higher-order lumpability
BC Geiger, C Temmel
Journal of Applied Probability 51 (4), 1114-1132, 2014
24*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
232014
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
222011
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
212010
Signal enhancement as minimization of relevant information loss
BC Geiger, G Kubin
SCC 2013; 9th International ITG Conference on Systems, Communication and …, 2013
192013
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, 2021
18*2021
On the Information Loss in Memoryless Systems: The Multivariate Case
BC Geiger, G Kubin
International Zurich Seminar on Communications, 32, 2012
182012
Information loss in static nonlinearities
BC Geiger, C Feldbauer, G Kubin
2011 8th International Symposium on Wireless Communication Systems, 799-803, 2011
172011
Influence of Doppler bin width on GPS acquisition probabilities
BC Geiger, C Vogel
IEEE transactions on aerospace and electronic systems 49 (4), 2570-2584, 2013
16*2013
Evaluation of switch-over algorithms for hybrid FSO-WLAN systems
F Nadeem, B Geiger, E Leitgeb, MS Awan, G Kandus
2009 1st International Conference on Wireless Communication, Vehicular …, 2009
152009
Some results on the information loss in dynamical systems
BC Geiger, G Kubin
2011 8th International Symposium on Wireless Communication Systems, 794-798, 2011
142011
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
132019
Ranging in the IEEE 802.15. 4a standard using energy detectors
B Geiger
IEEE EUROCON 2009, 1956-1963, 2009
132009
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Articles 1–20