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07/12/2023
Relative Fractional Independence Number and Its Applications
We define the relative fractional independence number of two graphs, G a...
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06/21/2022
Supermodular f-divergences and bounds on lossy compression and generalization error with mutual f-information
In this paper, we introduce super-modular -divergences and provide three...
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03/04/2022
Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms
Understanding generalization in modern machine learning settings has bee...
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02/10/2021
Learning under Distribution Mismatch and Model Misspecification
We study learning algorithms when there is a mismatch between the distri...
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01/27/2021
Strengthened Cutset Upper Bounds on the Capacity of the Relay Channel and Applications
We establish new upper bounds on the capacity of the relay channel which...
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11/11/2020
Transmission of a Bit over a Discrete Poisson Channel with Memory
A coding scheme for transmission of a bit maps a given bit to a sequence...
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09/30/2020
An Upper Bound for Wiretap Multi-way Channels
A general model for wiretap multi-way channels is introduced that includ...
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09/06/2020
Multi-Way Number Partitioning: an Information-Theoretic View
The number partitioning problem is the problem of partitioning a given l...
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05/28/2020
An Analytical Model for Molecular Communication over a Non-linear Reaction-Diffusion Medium
One of the main challenges in diffusion-based molecular communication is...
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02/10/2019
Playing Games with Bounded Entropy: Convergence Rate and Approximate Equilibria
We consider zero-sum repeated games in which the players are restricted ...
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05/21/2018
A Correlation Measure Based on Vector-Valued L_p-Norms
In this paper, we introduce a new measure of correlation for bipartite q...
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02/25/2018