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Information Bottleneck and its Applications in Deep Learning

Information Bottleneck and its Applications in Deep Learning

7 April 2019
Hassan Hafez-Kolahi
S. Kasaei
ArXiv (abs)PDFHTML

Papers citing "Information Bottleneck and its Applications in Deep Learning"

5 / 5 papers shown
Title
On the Effect of Pre-training for Transformer in Different Modality on
  Offline Reinforcement Learning
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning
S. Takagi
OffRL
65
8
0
17 Nov 2022
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among
  Complexity, Leakage, and Utility
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility
Behrooz Razeghi
Flavio du Pin Calmon
Deniz Gunduz
Svyatoslav Voloshynovskiy
58
16
0
11 Jul 2022
Sophisticated Inference
Sophisticated Inference
Karl J. Friston
Lancelot Da Costa
Danijar Hafner
C. Hesp
Thomas Parr
81
101
0
07 Jun 2020
On Information Plane Analyses of Neural Network Classifiers -- A Review
On Information Plane Analyses of Neural Network Classifiers -- A Review
Bernhard C. Geiger
91
51
0
21 Mar 2020
Nonlinear Information Bottleneck
Nonlinear Information Bottleneck
Artemy Kolchinsky
Brendan D. Tracey
David Wolpert
68
157
0
06 May 2017
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