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Conditional Mutual Information Neural Estimator

Conditional Mutual Information Neural Estimator

6 November 2019
Sina Molavipour
Germán Bassi
Mikael Skoglund
ArXivPDFHTML

Papers citing "Conditional Mutual Information Neural Estimator"

5 / 5 papers shown
Title
An Information Theoretic Approach to Interaction-Grounded Learning
An Information Theoretic Approach to Interaction-Grounded Learning
Xiaoyan Hu
Farzan Farnia
Ho-fung Leung
VLM
27
2
0
10 Jan 2024
Disentanglement and Generalization Under Correlation Shifts
Disentanglement and Generalization Under Correlation Shifts
Christina M. Funke
Paul Vicol
Kuan-Chieh Jackson Wang
Matthias Kümmerer
R. Zemel
Matthias Bethge
OOD
39
7
0
29 Dec 2021
Towards quantifying information flows: relative entropy in deep neural
  networks and the renormalization group
Towards quantifying information flows: relative entropy in deep neural networks and the renormalization group
J. Erdmenger
Kevin T. Grosvenor
R. Jefferson
54
17
0
14 Jul 2021
Neural Estimators for Conditional Mutual Information Using Nearest
  Neighbors Sampling
Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling
Sina Molavipour
Germán Bassi
Mikael Skoglund
6
8
0
12 Jun 2020
An Introduction to Deep Learning for the Physical Layer
An Introduction to Deep Learning for the Physical Layer
Tim O'Shea
J. Hoydis
AI4CE
89
2,171
0
02 Feb 2017
1