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Generalizing Bottleneck Problems
v1v2v3 (latest)

Generalizing Bottleneck Problems

16 February 2018
Hsiang Hsu
S. Asoodeh
Salman Salamatian
Flavio du Pin Calmon
ArXiv (abs)PDFHTML

Papers citing "Generalizing Bottleneck Problems"

7 / 7 papers shown
Title
Classification Utility, Fairness, and Compactness via Tunable
  Information Bottleneck and Rényi Measures
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
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
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
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
The Variational Deficiency Bottleneck
P. Banerjee
Guido Montúfar
176
7
0
27 Oct 2018
Privacy with Estimation Guarantees
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
Estimation Efficiency Under Privacy Constraints
S. Asoodeh
Mario Díaz
F. Alajaji
Tamás Linder
101
85
0
08 Jul 2017
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