Bernhard C. Geiger
Orcid: 0000-0003-3257-743XAffiliations:
- Graz University of Technology, Austria
According to our database1,
Bernhard C. Geiger
authored at least 90 papers
between 2009 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
Approximating Families of Sharp Solutions to Fisher's Equation with Physics-Informed Neural Networks.
CoRR, 2024
2023
Reconsidering Read and Spontaneous Speech: Causal Perspectives on the Generation of Training Data for Automatic Speech Recognition.
Inf., February, 2023
On the Role of Fixed Points of Dynamical Systems in Training Physics-Informed Neural Networks.
Trans. Mach. Learn. Res., 2023
IEEE Trans. Knowl. Data Eng., 2023
Bringing Chemistry to Scale: Loss Weight Adjustment for Multivariate Regression in Deep Learning of Thermochemical Processes.
CoRR, 2023
Finding the Optimum Design of Large Gas Engines Prechambers Using CFD and Bayesian Optimization.
CoRR, 2023
IEEE Access, 2023
Exploring Graph Theory Methods For the Analysis of Pronunciation Variation in Spontaneous Speech.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation.
IEEE Trans. Neural Networks Learn. Syst., 2022
Estimation of Combustion Parameters from Engine Vibrations Based on Discrete Wavelet Transform and Gradient Boosting.
Sensors, 2022
Data Min. Knowl. Discov., 2022
CoRR, 2022
Understanding the Difficulty of Training Physics-Informed Neural Networks on Dynamical Systems.
CoRR, 2022
Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach.
CoRR, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach.
Proceedings of the Computational Science - ICCS 2022, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Importance of feature engineering and database selection in a machine learning model: A case study on carbon crystal structures.
CoRR, 2021
2020
IEEE Trans. Autom. Control., 2020
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle.
IEEE Trans. Pattern Anal. Mach. Intell., 2020
Entropy, 2020
Appl. Netw. Sci., 2020
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020
Proceedings of the IEEE Information Theory Workshop, 2020
Towards Accurate Simulation of Global Challenges on Data Centers Infrastructures via Coupling of Models and Data Sources.
Proceedings of the Computational Science - ICCS 2020, 2020
"To be or not to be central" - On the Stability of Network Centrality Measures in Shakespeare's "Hamlet".
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020
Behind the Scenes of the Spectators: Uncovering Anonymous Authors in Periodicals of the Enlightenment.
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020
Proceedings of the 7. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
Class-Conditional Compression and Disentanglement: Bridging the Gap between Neural Networks and Naive Bayes Classifiers.
CoRR, 2019
2018
CoRR, 2018
CoRR, 2018
2017
Inf. Sci., 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the IEEE International Conference on Communications, 2017
2016
IEEE Trans. Educ., 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
2015
IEEE Trans. Autom. Control., 2015
2014
J. Appl. Probab., 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IEEE Trans. Aerosp. Electron. Syst., 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
IEEE Trans. Aerosp. Electron. Syst., 2012
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
Proceedings of the IEEE International Conference on Ultra-Wideband, 2012
2011
Comparison of link selection algorithms for free space optics/radio frequency hybrid network.
IET Commun., 2011
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011
2010
On the detection probability of parallel code phase search algorithms in GPS receivers.
Proceedings of the IEEE 21st International Symposium on Personal, 2010
2009
Switch over implementation and analysis for hybrid wireless network of optical wireless and GHz links.
Proceedings of the 2009 Wireless Telecommunications Symposium, 2009
Implementation and analysis of load balancing switch over for hybrid wireless network.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009