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Classification Utility, Fairness, and Compactness via Tunable
  Information Bottleneck and Rényi Measures

Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures

20 June 2022
A. Gronowski
William Paul
F. Alajaji
Bahman Gharesifard
Philippe Burlina
    FaML
ArXivPDFHTML

Papers citing "Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures"

4 / 4 papers shown
Title
$α$-GAN: Convergence and Estimation Guarantees
ααα-GAN: Convergence and Estimation Guarantees
Gowtham R. Kurri
Monica Welfert
Tyler Sypherd
Lalitha Sankar
GAN
95
7
0
12 May 2022
A Style-Based Generator Architecture for Generative Adversarial Networks
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
297
10,368
0
12 Dec 2018
Learning Adversarially Fair and Transferable Representations
Learning Adversarially Fair and Transferable Representations
David Madras
Elliot Creager
T. Pitassi
R. Zemel
FaML
233
674
0
17 Feb 2018
Privacy Against Statistical Inference
Privacy Against Statistical Inference
Flavio du Pin Calmon
N. Fawaz
FedML
100
345
0
08 Oct 2012
1