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The information bottleneck method
Naftali Tishby, Fernando C. Pereira, William Bialek, 1999. Proceedings of the 37th Allerton Conference.
Introduces the information bottleneck: compress one variable as far as possible while keeping as much information as possible about a second, relevant variable.
What it's used for here
The emerging-methods survey reviews the information bottleneck as a candidate method.
Cited by on this site 1 record
1 methods surveys
SRCMathematics
Cite it
Tishby, N., Pereira, F. C., & Bialek, W. (1999). The information bottleneck method. Proceedings of the 37th Allerton Conference. https://arxiv.org/abs/physics/0004057
@article{tishby1999information,
author = {Tishby, Naftali and Pereira, Fernando C. and Bialek, William},
title = {The information bottleneck method},
journal = {Proceedings of the 37th Allerton Conference},
year = {1999},
url = {https://arxiv.org/abs/physics/0004057}
}TY - JOUR TI - The information bottleneck method AU - Tishby, Naftali AU - Pereira, Fernando C. AU - Bialek, William PY - 1999 JO - Proceedings of the 37th Allerton Conference UR - https://arxiv.org/abs/physics/0004057 ER -
Tishby, Naftali et al.. “The information bottleneck method.” Proceedings of the 37th Allerton Conference (1999).