Information bottleneck method (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Information bottleneck method" in English language version.

refsWebsite

Global rank English rank

5doi.org

2^nd place

4harvard.edu

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4semanticscholar.org

11^th place

8^th place

3arxiv.org

69^th place

59^th place

3nih.gov

4^th place

2mlr.press

low place

2psu.edu

207^th place

136^th place

2nips.cc

low place

7,050^th place

1huji.ac.il

3,903^rd place

3,632^nd place

1openreview.net

low place

1jmlr.org

low place

1worldcat.org

5^th place

1archive.org

6^th place

archive.org (Global: 6^th place; English: 6^th place)

Silverman, Bernie (1986). Density Estimation for Statistics and Data Analysis. Monographs on Statistics and Applied Probability. Chapman & Hall. Bibcode:1986desd.book.....S. ISBN 978-0-412-24620-3.

arxiv.org (Global: 69^th place; English: 59^th place)

Shwartz-Ziv, Ravid; Tishby, Naftali (2017). "Opening the black box of deep neural networks via information". arXiv:1703.00810 [cs.LG].
Goldfeld, Ziv; et al. (2019). "Estimating Information Flow in Deep Neural Networks". Icml 2019: 2299–2308. arXiv:1810.05728.
Geiger, Bernhard C. (2022). "On Information Plane Analyses of Neural Network Classifiers—A Review". IEEE Transactions on Neural Networks and Learning Systems. 33 (12): 7039–7051. arXiv:2003.09671. Bibcode:2022ITNNL..33.7039G. doi:10.1109/TNNLS.2021.3089037. PMID 34191733. S2CID 214611728.

doi.org (Global: 2^nd place; English: 2^nd place)

Andrew M, Saxe; et al. (2018). "On the information bottleneck theory of deep learning". ICLR 2018 Conference Blind Submission. 2019 (12): 124020. Bibcode:2019JSMTE..12.4020S. doi:10.1088/1742-5468/ab3985. S2CID 49584497.
Geiger, Bernhard C. (2022). "On Information Plane Analyses of Neural Network Classifiers—A Review". IEEE Transactions on Neural Networks and Learning Systems. 33 (12): 7039–7051. arXiv:2003.09671. Bibcode:2022ITNNL..33.7039G. doi:10.1109/TNNLS.2021.3089037. PMID 34191733. S2CID 214611728.
Creutzig, Felix; Sprekeler, Henning (2007-12-17). "Predictive Coding and the Slowness Principle: An Information-Theoretic Approach". Neural Computation. 20 (4): 1026–1041. CiteSeerX 10.1.1.169.6917. doi:10.1162/neco.2008.01-07-455. ISSN 0899-7667. PMID 18085988. S2CID 2138951.
Creutzig, Felix; Globerson, Amir; Tishby, Naftali (2009-04-27). "Past-future information bottleneck in dynamical systems". Physical Review E. 79 (4) 041925. Bibcode:2009PhRvE..79d1925C. doi:10.1103/PhysRevE.79.041925. PMID 19518274.
Slonim, Noam; Tishby, Naftali (2000-01-01). "Document clustering using word clusters via the information bottleneck method". Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval. SIGIR '00. New York, NY, USA: ACM. pp. 208–215. CiteSeerX 10.1.1.21.3062. doi:10.1145/345508.345578. ISBN 978-1-58113-226-7. S2CID 1373541.

harvard.edu (Global: 18^th place; English: 17^th place)

ui.adsabs.harvard.edu

Andrew M, Saxe; et al. (2018). "On the information bottleneck theory of deep learning". ICLR 2018 Conference Blind Submission. 2019 (12): 124020. Bibcode:2019JSMTE..12.4020S. doi:10.1088/1742-5468/ab3985. S2CID 49584497.
Geiger, Bernhard C. (2022). "On Information Plane Analyses of Neural Network Classifiers—A Review". IEEE Transactions on Neural Networks and Learning Systems. 33 (12): 7039–7051. arXiv:2003.09671. Bibcode:2022ITNNL..33.7039G. doi:10.1109/TNNLS.2021.3089037. PMID 34191733. S2CID 214611728.
Creutzig, Felix; Globerson, Amir; Tishby, Naftali (2009-04-27). "Past-future information bottleneck in dynamical systems". Physical Review E. 79 (4) 041925. Bibcode:2009PhRvE..79d1925C. doi:10.1103/PhysRevE.79.041925. PMID 19518274.
Silverman, Bernie (1986). Density Estimation for Statistics and Data Analysis. Monographs on Statistics and Applied Probability. Chapman & Hall. Bibcode:1986desd.book.....S. ISBN 978-0-412-24620-3.

huji.ac.il (Global: 3,903^rd place; English: 3,632^nd place)

cs.huji.ac.il

Tishby, Naftali; Pereira, Fernando C.; Bialek, William (September 1999). The Information Bottleneck Method (PDF). The 37th annual Allerton Conference on Communication, Control, and Computing. pp. 368–377.

jmlr.org (Global: low place; English: low place)

Chechik, Gal; Globerson, Amir; Tishby, Naftali; Weiss, Yair (1 January 2005). Dayan, Peter (ed.). "Information Bottleneck for Gaussian Variables" (PDF). Journal of Machine Learning Research (6) (published 1 May 2005): 165–188.

mlr.press (Global: low place; English: low place)

proceedings.mlr.press

Kenji Kawaguchi, Zhun Deng, Xu Ji, Jiaoyang Huang."How Does Information Bottleneck Help Deep Learning?" Proceedings of the 40th International Conference on Machine Learning, PMLR 202:16049-16096, 2023.
Goldfeld, Ziv; et al. (2019). "Estimating Information Flow in Deep Neural Networks". Icml 2019: 2299–2308. arXiv:1810.05728.

nih.gov (Global: 4^th place; English: 4^th place)

pubmed.ncbi.nlm.nih.gov

Geiger, Bernhard C. (2022). "On Information Plane Analyses of Neural Network Classifiers—A Review". IEEE Transactions on Neural Networks and Learning Systems. 33 (12): 7039–7051. arXiv:2003.09671. Bibcode:2022ITNNL..33.7039G. doi:10.1109/TNNLS.2021.3089037. PMID 34191733. S2CID 214611728.
Creutzig, Felix; Sprekeler, Henning (2007-12-17). "Predictive Coding and the Slowness Principle: An Information-Theoretic Approach". Neural Computation. 20 (4): 1026–1041. CiteSeerX 10.1.1.169.6917. doi:10.1162/neco.2008.01-07-455. ISSN 0899-7667. PMID 18085988. S2CID 2138951.
Creutzig, Felix; Globerson, Amir; Tishby, Naftali (2009-04-27). "Past-future information bottleneck in dynamical systems". Physical Review E. 79 (4) 041925. Bibcode:2009PhRvE..79d1925C. doi:10.1103/PhysRevE.79.041925. PMID 19518274.

nips.cc (Global: low place; English: 7,050^th place)

papers.nips.cc

Tishby, Naftali; Slonim, N. Data clustering by Markovian Relaxation and the Information Bottleneck Method (PDF). Neural Information Processing Systems (NIPS) 2000. pp. 640–646.
Chechik, Gal; Tishby, Naftali (2002). "Extracting Relevant Structures with Side Information" (PDF). Advances in Neural Information Processing Systems: 857–864.

openreview.net (Global: low place; English: low place)

Andrew M, Saxe; et al. (2018). "On the information bottleneck theory of deep learning". ICLR 2018 Conference Blind Submission. 2019 (12): 124020. Bibcode:2019JSMTE..12.4020S. doi:10.1088/1742-5468/ab3985. S2CID 49584497.

psu.edu (Global: 207^th place; English: 136^th place)

citeseerx.ist.psu.edu

Creutzig, Felix; Sprekeler, Henning (2007-12-17). "Predictive Coding and the Slowness Principle: An Information-Theoretic Approach". Neural Computation. 20 (4): 1026–1041. CiteSeerX 10.1.1.169.6917. doi:10.1162/neco.2008.01-07-455. ISSN 0899-7667. PMID 18085988. S2CID 2138951.
Slonim, Noam; Tishby, Naftali (2000-01-01). "Document clustering using word clusters via the information bottleneck method". Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval. SIGIR '00. New York, NY, USA: ACM. pp. 208–215. CiteSeerX 10.1.1.21.3062. doi:10.1145/345508.345578. ISBN 978-1-58113-226-7. S2CID 1373541.

semanticscholar.org (Global: 11^th place; English: 8^th place)

api.semanticscholar.org

Andrew M, Saxe; et al. (2018). "On the information bottleneck theory of deep learning". ICLR 2018 Conference Blind Submission. 2019 (12): 124020. Bibcode:2019JSMTE..12.4020S. doi:10.1088/1742-5468/ab3985. S2CID 49584497.
Geiger, Bernhard C. (2022). "On Information Plane Analyses of Neural Network Classifiers—A Review". IEEE Transactions on Neural Networks and Learning Systems. 33 (12): 7039–7051. arXiv:2003.09671. Bibcode:2022ITNNL..33.7039G. doi:10.1109/TNNLS.2021.3089037. PMID 34191733. S2CID 214611728.
Creutzig, Felix; Sprekeler, Henning (2007-12-17). "Predictive Coding and the Slowness Principle: An Information-Theoretic Approach". Neural Computation. 20 (4): 1026–1041. CiteSeerX 10.1.1.169.6917. doi:10.1162/neco.2008.01-07-455. ISSN 0899-7667. PMID 18085988. S2CID 2138951.
Slonim, Noam; Tishby, Naftali (2000-01-01). "Document clustering using word clusters via the information bottleneck method". Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval. SIGIR '00. New York, NY, USA: ACM. pp. 208–215. CiteSeerX 10.1.1.21.3062. doi:10.1145/345508.345578. ISBN 978-1-58113-226-7. S2CID 1373541.

worldcat.org (Global: 5^th place; English: 5^th place)

search.worldcat.org

Creutzig, Felix; Sprekeler, Henning (2007-12-17). "Predictive Coding and the Slowness Principle: An Information-Theoretic Approach". Neural Computation. 20 (4): 1026–1041. CiteSeerX 10.1.1.169.6917. doi:10.1162/neco.2008.01-07-455. ISSN 0899-7667. PMID 18085988. S2CID 2138951.

Information bottleneck method (English Wikipedia)

archive.org (Global: 6th place; English: 6th place)

arxiv.org (Global: 69th place; English: 59th place)

doi.org (Global: 2nd place; English: 2nd place)

harvard.edu (Global: 18th place; English: 17th place)

ui.adsabs.harvard.edu

huji.ac.il (Global: 3,903rd place; English: 3,632nd place)

cs.huji.ac.il

jmlr.org (Global: low place; English: low place)

mlr.press (Global: low place; English: low place)

proceedings.mlr.press

nih.gov (Global: 4th place; English: 4th place)

pubmed.ncbi.nlm.nih.gov

nips.cc (Global: low place; English: 7,050th place)

papers.nips.cc

openreview.net (Global: low place; English: low place)

psu.edu (Global: 207th place; English: 136th place)

citeseerx.ist.psu.edu

semanticscholar.org (Global: 11th place; English: 8th place)

api.semanticscholar.org

worldcat.org (Global: 5th place; English: 5th place)

search.worldcat.org

archive.org (Global: 6^th place; English: 6^th place)

arxiv.org (Global: 69^th place; English: 59^th place)

doi.org (Global: 2^nd place; English: 2^nd place)

harvard.edu (Global: 18^th place; English: 17^th place)

huji.ac.il (Global: 3,903^rd place; English: 3,632^nd place)

nih.gov (Global: 4^th place; English: 4^th place)

nips.cc (Global: low place; English: 7,050^th place)

psu.edu (Global: 207^th place; English: 136^th place)

semanticscholar.org (Global: 11^th place; English: 8^th place)

worldcat.org (Global: 5^th place; English: 5^th place)