Bernhard C. Geiger

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Gernot KubinProfessor of Nonlinear Signal Processing, Graz University of TechnologyVerified email at ieee.org
Rana Ali AmjadApplied (Research) Scientist at AmazonVerified email at amazon.com
Christian VogelHead of Institute of Electronic Engineering, FH JOANNEUM - University of Applied SciencesVerified email at fh-joanneum.at
Roman KernHead of Knowledge Discovery, Know-Center & University of Technology GrazVerified email at know-center.at
Klaus WitrisalAssociate Professor, Graz University of TechnologyVerified email at tugraz.at
Georg BöchererHuawei TechnologiesVerified email at ieee.org
Stefan SchrunnerNorwegian University of Life Sciences (NMBU)Verified email at nmbu.no
Marek ŚmiejaJagiellonian UniversityVerified email at ii.uj.edu.pl
Franz M. RohrhoferPhD Researcher at Know-Center GmbHVerified email at know-center.at
Tobias KochUniversidad Carlos III de MadridVerified email at ieee.org
Franz PernkopfGraz University of TechnologyVerified email at tugraz.at
Robert PeharzAssistant Professor of AI, TU GrazVerified email at tugraz.at
Antonio TeixeiraProfessor, DETI, IT, universidade aveiro, portugalVerified email at ua.pt
Giorgio Tosi BeleffiTLC expert at Italian Ministry of Economic DevelopmentVerified email at sviluppoeconomico.gov.it
davide massimiliano forinOptical Network - Principal System Engineer - at InfineraVerified email at infinera.com
Paulo AndréIST - Lisbon University (Instituto de Telecomunicações and Department Department of Electrical andVerified email at lx.it.pt
Michele WiggerTelecom ParisTechVerified email at telecom-paristech.fr
Roy TimoEricssonVerified email at ericsson.com
Shirin Saeedi BidokhtiUniversity of PennsylvaniaVerified email at seas.upenn.edu
Onur GünlüResearch Group Leader & Dozent & Project Leader - TU Berlin & Uni SiegenVerified email at tu-berlin.de

Bernhard C. Geiger

Senior Researcher at Know-Center GmbH

Verified email at ieee.org - Homepage

Information Theory Machine Learning Stochastic Processes


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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	125*	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	78	2013
Free space optical technologies DM Forin, ALJ Teixeira, B Geiger, E Leitgeb, F Nadeem, G Incerti, ... IntechOpen, 2010	58	2010
Relative information loss in the PCA BC Geiger, G Kubin 2012 IEEE Information Theory Workshop, 562-566, 2012	57	2012
A rate-distortion approach to caching R Timo, SS Bidokhti, M Wigger, BC Geiger IEEE transactions on information theory 64 (3), 1957-1976, 2017	46	2017
Optimal quantization for distribution synthesis G Böcherer, BC Geiger IEEE Transactions on Information Theory 62 (11), 6162-6172, 2016	42	2016
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	28	2012
Lumpings of Markov chains, entropy rate preservation, and higher-order lumpability BC Geiger, C Temmel Journal of Applied Probability 51 (4), 1114-1132, 2014	27*	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	25	2014
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	25	2011
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	22*	2021
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	22	2010
Signal enhancement as minimization of relevant information loss BC Geiger, G Kubin SCC 2013; 9th International ITG Conference on Systems, Communication and …, 2013	20	2013
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	19	2019
On the Information Loss in Memoryless Systems: The Multivariate Case BC Geiger, G Kubin International Zurich Seminar on Communications, 32, 2012	19	2012
Information loss in static nonlinearities BC Geiger, C Feldbauer, G Kubin 2011 8th International Symposium on Wireless Communication Systems, 799-803, 2011	17	2011
On Information Plane Analyses of Neural Network Classifiers--A Review BC Geiger IEEE Transactions on Neural Networks and Learning Systems, 2021	16	2021
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	16	2009
Semi-supervised cross-entropy clustering with information bottleneck constraint M Śmieja, BC Geiger Information Sciences 421, 254-271, 2017	15	2017

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