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11/23/2022
Mutual Information Learned Regressor: an Information-theoretic Viewpoint of Training Regression Systems
As one of the central tasks in machine learning, regression finds lots o...
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10/11/2022
Covert Communication Gains from Adversary's Uncertainty of Phase Angles
This work investigates the phase gain of intelligent reflecting surface ...
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09/21/2022
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems
Deep learning systems have been reported to achieve state-of-the-art per...
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11/10/2021
Covert Communication With Mismatched Decoders
This paper considers the problem of covert communication with mismatched...
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05/11/2021
Exact Recovery in the General Hypergraph Stochastic Block Model
This paper investigates fundamental limits of exact recovery in the gene...
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07/27/2020
Covert Identification over Binary-Input Memoryless Channels
This paper considers the covert identification problem in which a sender...
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06/08/2020
MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs
We consider a discrete-valued matrix completion problem for recommender ...
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03/13/2020
Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures
This paper revisits the offline change-point detection problem from a st...
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05/07/2018
Covert Communication over Adversarially Jammed Channels
We consider a situation in which a transmitter Alice may wish to communi...
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08/25/2016