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 | 219* | 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 | 90 | 2013 |
Relative information loss in the PCA BC Geiger, G Kubin 2012 IEEE information theory workshop, 562-566, 2012 | 76 | 2012 |
Free space optical technologies DM Forin, G Incerti, GMT Beleffi, ALJ Teixeira, LN Costa, PSDB Andrè, ... Trends in Telecommunications Technologies, 2010 | 63 | 2010 |
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 | 56 | 2021 |
On the apparent Pareto front of physics-informed neural networks FM Rohrhofer, S Posch, C Gößnitzer, BC Geiger IEEE Access, 2023 | 54* | 2023 |
Optimal quantization for distribution synthesis G Böcherer, BC Geiger IEEE Transactions on Information Theory 62 (11), 6162-6172, 2016 | 54 | 2016 |
A rate-distortion approach to caching R Timo, SS Bidokhti, M Wigger, BC Geiger IEEE transactions on information theory 64 (3), 1957-1976, 2017 | 48 | 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 | 43* | 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 | 35 | 2012 |
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 | 34* | 2022 |
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 | 33 | 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 | 31 | 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 | 31 | 2014 |
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 | 27 | 2019 |
Signal enhancement as minimization of relevant information loss BC Geiger, G Kubin SCC 2013; 9th International ITG Conference on Systems, Communication and …, 2013 | 25 | 2013 |
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 | 22 | 2020 |
On the information dimension of stochastic processes BC Geiger, T Koch IEEE transactions on information theory 65 (10), 6496-6518, 2019 | 22 | 2019 |
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 | 21 | 2010 |
Detection of knocking combustion using the continuous wavelet transformation and a convolutional neural network A Kefalas, AB Ofner, G Pirker, S Posch, BC Geiger, A Wimmer Energies 14 (2), 439, 2021 | 20 | 2021 |