Generalizing Bottleneck Problems

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Generalizing Bottleneck Problems

16 February 2018

Salman Salamatian

Flavio du Pin Calmon

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Papers citing "Generalizing Bottleneck Problems"

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Title
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures A. Gronowski William Paul F. Alajaji Bahman Gharesifard Philippe Burlina FaML 77 3 0 20 Jun 2022
No Free Lunch Theorem for Security and Utility in Federated Learning Xiaojin Zhang Hanlin Gu Lixin Fan Kai Chen Qiang Yang FedML 95 66 0 11 Mar 2022
Obfuscation via Information Density Estimation Hsiang Hsu S. Asoodeh Flavio du Pin Calmon 60 12 0 17 Oct 2019
An Information Theoretic Interpretation to Deep Neural Networks Shao-Lun Huang Xiangxiang Xu Lizhong Zheng G. Wornell FAtt 90 44 0 16 May 2019
The Variational Deficiency Bottleneck P. Banerjee Guido Montúfar 176 7 0 27 Oct 2018
Privacy with Estimation Guarantees Haobo Wang Lisa Vo Flavio du Pin Calmon Muriel Médard K. Duffy Mayank Varia 135 46 0 02 Oct 2017
Estimation Efficiency Under Privacy Constraints S. Asoodeh Mario Díaz F. Alajaji Tamás Linder 101 85 0 08 Jul 2017