Bernhard C. Geiger

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Rana Ali Amjad

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Publications

2022
[j22]
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Rana Ali Amjad, Kairen Liu, Bernhard C. Geiger:
Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7842-7852 (2022)
2020
[j16]
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Rana Ali Amjad, Bernhard C. Geiger:
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle. IEEE Trans. Pattern Anal. Mach. Intell. 42(9): 2225-2239 (2020)
[j15]
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Rana Ali Amjad, Clemens Blöchl, Bernhard C. Geiger:
A Generalized Framework For Kullback-Leibler Markov Aggregation. IEEE Trans. Autom. Control. 65(7): 3068-3075 (2020)
2019
[j13]
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  - journals/tkde/BlochlAG19
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Clemens Blöchl, Rana Ali Amjad, Bernhard C. Geiger:
Co-Clustering via Information-Theoretic Markov Aggregation. IEEE Trans. Knowl. Data Eng. 31(4): 720-732 (2019)
[i32]
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  - journals/corr/abs-1906-02576
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Rana Ali Amjad, Bernhard C. Geiger:
Class-Conditional Compression and Disentanglement: Bridging the Gap between Neural Networks and Naive Bayes Classifiers. CoRR abs/1906.02576 (2019)
2018
[i30]
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  - journals/corr/abs-1801-00584
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Clemens Blöchl, Rana Ali Amjad, Bernhard C. Geiger:
Co-Clustering via Information-Theoretic Markov Aggregation. CoRR abs/1801.00584 (2018)
[i29]
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  - journals/corr/abs-1802-09766
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Rana Ali Amjad, Bernhard C. Geiger:
How (Not) To Train Your Neural Network Using the Information Bottleneck Principle. CoRR abs/1802.09766 (2018)
[i28]
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  - journals/corr/abs-1804-06679
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Kairen Liu, Rana Ali Amjad, Bernhard C. Geiger:
Understanding Individual Neuron Importance Using Information Theory. CoRR abs/1804.06679 (2018)
2017
[i23]
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  - journals/corr/abs-1709-05907
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Rana Ali Amjad, Clemens Blöchl, Bernhard C. Geiger:
A Generalized Framework for Kullback-Leibler Markov Aggregation. CoRR abs/1709.05907 (2017)
2016
[i19]
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Bernhard C. Geiger, Rana Ali Amjad:
Hard Clusters Maximize Mutual Information. CoRR abs/1608.04872 (2016)

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