On Information Plane Analyses of Neural Network Classifiers-A Review
Geiger, Bernhard C.
Published in IEEE transaction on neural networks and learning systems (01.12.2022)
Published in IEEE transaction on neural networks and learning systems (01.12.2022)
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Journal Article
Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory
Toller, Maximilian B., Geiger, Bernhard C., Kern, Roman
Published in IEEE transactions on knowledge and data engineering (01.02.2023)
Published in IEEE transactions on knowledge and data engineering (01.02.2023)
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Journal Article
SeGMA: Semi-Supervised Gaussian Mixture Autoencoder
Smieja, Marek, Wolczyk, Maciej, Tabor, Jacek, Geiger, Bernhard C.
Published in IEEE transaction on neural networks and learning systems (01.09.2021)
Published in IEEE transaction on neural networks and learning systems (01.09.2021)
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Journal Article
Synwalk: community detection via random walk modelling
Toth, Christian, Helic, Denis, Geiger, Bernhard C.
Published in Data mining and knowledge discovery (01.03.2022)
Published in Data mining and knowledge discovery (01.03.2022)
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Journal Article
Optimal Quantization for Distribution Synthesis
Böcherer, Georg, Geiger, Bernhard C.
Published in IEEE transactions on information theory (01.11.2016)
Published in IEEE transactions on information theory (01.11.2016)
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Journal Article
A Generalized Framework For Kullback-Leibler Markov Aggregation
Amjad, Rana Ali, Blochl, Clemens, Geiger, Bernhard C.
Published in IEEE transactions on automatic control (01.07.2020)
Published in IEEE transactions on automatic control (01.07.2020)
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Journal Article
Estimation of Combustion Parameters from Engine Vibrations Based on Discrete Wavelet Transform and Gradient Boosting
Kefalas, Achilles, Ofner, Andreas B, Pirker, Gerhard, Posch, Stefan, Geiger, Bernhard C, Wimmer, Andreas
Published in Sensors (Basel, Switzerland) (01.06.2022)
Published in Sensors (Basel, Switzerland) (01.06.2022)
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Journal Article
A Rate-Distortion Approach to Caching
Timo, Roy, Saeedi Bidokhti, Shirin, Wigger, Michele, Geiger, Bernhard C.
Published in IEEE transactions on information theory (01.03.2018)
Published in IEEE transactions on information theory (01.03.2018)
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Journal Article
Co-Clustering via Information-Theoretic Markov Aggregation
Blochl, Clemens, Amjad, Rana Ali, Geiger, Bernhard C.
Published in IEEE transactions on knowledge and data engineering (01.04.2019)
Published in IEEE transactions on knowledge and data engineering (01.04.2019)
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Journal Article
Feature Extraction From Analog Wafermaps: A Comparison of Classical Image Processing and a Deep Generative Model
Santos, Tiago, Schrunner, Stefan, Geiger, Bernhard C., Pfeiler, Olivia, Zernig, Anja, Kaestner, Andre, Kern, Roman
Published in IEEE transactions on semiconductor manufacturing (01.05.2019)
Published in IEEE transactions on semiconductor manufacturing (01.05.2019)
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Journal Article
A Geometric Perspective on Information Plane Analysis
Basirat, Mina, Geiger, Bernhard C., Roth, Peter M.
Published in Entropy (Basel, Switzerland) (03.06.2021)
Published in Entropy (Basel, Switzerland) (03.06.2021)
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Journal Article
Mesh-Free Surrogate Models for Structural Mechanic FEM Simulation: A Comparative Study of Approaches
Hoffer, Johannes G., Geiger, Bernhard C., Ofner, Patrick, Kern, Roman
Published in Applied sciences (01.10.2021)
Published in Applied sciences (01.10.2021)
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Journal Article