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Data processing inequality
The Data processing inequality is an information theoretic concept which states that the information content of a signal cannot be increased via a…
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Related topics
Related topics
4 relations
Garbage in, garbage out
Information theory
Markov chain
Mutual information
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer
Yanshuai Cao
,
Peng Xu
International Conference on Artificial…
2019
Corpus ID: 167217393
In this work, we develop a novel regularizer to improve the learning of long-range dependency of sequence data. Applied on…
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2019
2019
Secrecy Capacity Region of Fading Binary Z Interference Channel With Statistical CSIT
Sanjay Karmakar
,
Anirban Ghosh
IEEE Transactions on Information Forensics and…
2019
Corpus ID: 53242911
We characterize the secrecy capacity region of a fast Fading Binary 2-user Z-Interference Channel (FBZIC), assuming that only the…
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2015
2015
The Information Sieve
G. V. Steeg
,
A. Galstyan
International Conference on Machine Learning
2015
Corpus ID: 8829881
We introduce a new framework for unsupervised learning of representations based on a novel hierarchical decomposition of…
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2015
2015
On Modern Measures and Tests of Multivariate Independence
Mary Elvi Aspiras Paler
2015
Corpus ID: 151366653
2014
2014
Visual Correspondence, the Lambert-Ambient Shape Space and the Systematic Design of Feature Descriptors
Stefano Soatto
,
Jingming Dong
Registration and Recognition in Images and Videos
2014
Corpus ID: 11575227
In this expository article, we justify the use of sparse local descriptors for correspondence, and illustrate a systematic method…
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2014
2014
From Almost Gaussian to Gaussian Bounding Differences of Differential Entropies
M. H. M. Costa
,
O. Rioul
2014
Corpus ID: 17206607
The channel outputs are given by Y1 = X1 + Z1 and Y2 = X1 +X2 +Z1 +Z2, where X1 and X2 are independent input signals constrained…
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2013
2013
Outer bounds for multiterminal source coding via a strong data processing inequality
T. Courtade
IEEE International Symposium on Information…
2013
Corpus ID: 10800
An intuitive outer bound for the multiterminal source coding problem is given. The proposed bound explicitly couples the rate…
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2009
2009
Capacity-approaching block-based transceivers with reduced redundancy
L. Vega
,
C. Galarza
Digit. Signal Process.
2009
Corpus ID: 8107353
2009
2009
On the quantum f-relative entropy and generalized data processing inequalities
N. Sharma
2009
Corpus ID: 5201689
We study the fundamental properties of the quantum f-relative entropy, where f(.) is an operator convex function. We give the…
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2006
2006
End-to-End Channel Capacity of a Wireless Sensor Network Under Reachback
M. Ilyas
,
H. Radha
Annual Conference on Information Sciences and…
2006
Corpus ID: 17960028
Many wireless sensor network applications will impose a many-to-one traffic flow pattern. This phenomena in communication…
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