עקוב אחר
Bernhard C. Geiger
Bernhard C. Geiger
Research Area Manager at Know-Center GmbH
כתובת אימייל מאומתת בדומיין ieee.org - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
244*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
912013
Relative information loss in the PCA‏
BC Geiger, G Kubin‏
2012 IEEE information theory workshop, 562-566, 2012‏
782012
Data vs. physics: The apparent Pareto front of physics-informed neural networks‏
FM Rohrhofer, S Posch, C Gößnitzer, BC Geiger‏
IEEE Access 11, 86252-86261, 2023‏
67*2023
Free space optical technologies‏
DM Forin, ALJ Teixeira, B Geiger, E Leitgeb, F Nadeem, G Incerti, ...‏
IntechOpen, 2010‏
672010
On information plane analyses of neural network classifiers—A review‏
BC Geiger‏
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7039-7051, 2021‏
642021
Optimal quantization for distribution synthesis‏
G Böcherer, BC Geiger‏
IEEE Transactions on Information Theory 62 (11), 6162-6172, 2016‏
612016
A rate-distortion approach to caching‏
R Timo, SS Bidokhti, M Wigger, BC Geiger‏
IEEE transactions on information theory 64 (3), 1957-1976, 2017‏
492017
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
47*2021
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
42*2022
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
382012
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
362011
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
352014
Mesh-free surrogate models for structural mechanic FEM simulation: A comparative study of approaches‏
JG Hoffer, BC Geiger, P Ofner, R Kern‏
Applied Sciences 11 (20), 9411, 2021‏
312021
Lumpings of Markov chains, entropy rate preservation, and higher-order lumpability‏
BC Geiger, C Temmel‏
Journal of Applied Probability 51 (4), 1114-1132, 2014‏
302014
Theory-inspired machine learning—towards a synergy between knowledge and data‏
JG Hoffer, AB Ofner, FM Rohrhofer, M Lovrić, R Kern, S Lindstaedt, ...‏
Welding in the World 66 (7), 1291-1304, 2022‏
292022
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
282019
Generating simple directed social network graphs for information spreading‏
C Schweimer, C Gfrerer, F Lugstein, D Pape, JA Velimsky, R Elsässer, ...‏
Proceedings of the ACM web conference 2022, 1475-1485, 2022‏
272022
On the information dimension of stochastic processes‏
BC Geiger, T Koch‏
IEEE transactions on information theory 65 (10), 6496-6518, 2019‏
272019
Signal enhancement as minimization of relevant information loss‏
BC Geiger, G Kubin‏
SCC 2013; 9th International ITG Conference on Systems, Communication and …, 2013‏
262013
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20