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06/21/2023
On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation
The dependence on training data of the Gibbs algorithm (GA) is analytica...
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06/12/2023
Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization
The effect of the relative entropy asymmetry is analyzed in the empirica...
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11/12/2022
Empirical Risk Minimization with Generalized Relative Entropy Regularization
The empirical risk minimization (ERM) problem with relative entropy regu...
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11/10/2022
Information-Energy Regions in the Finite Block-Length Regime with Finite Channel Inputs
This paper provides a complete characterization of the information-energ...
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11/03/2022
Zero-Sum Games with Noisy Observations
In this paper, 2 × 2 zero-sum games (ZSGs) are studied under the followi...
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06/21/2022
FEAT: Fair Coordinated Iterative Water-Filling Algorithm
In this paper, we consider a perfect coordinated water-filling game, whe...
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02/10/2022
Achievable Information-Energy Region in the Finite Block-Length Regime with Finite Constellations
This paper characterizes an achievable information-energy region of simu...
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02/09/2022
Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis
The optimality and sensitivity of the empirical risk minimization proble...
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10/05/2021
Simultaneous Information and Energy Transmission with Finite Constellations
In this paper, the fundamental limits on the rates at which information ...
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09/19/2018
Approximate Nash Region of the Gaussian Interference Channel with Noisy Output Feedback
In this paper, an achievable η-Nash equilibrium (η-NE) region for the tw...
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08/13/2018
Stealth Attacks on the Smart Grid
Random attacks that jointly minimize the amount of information acquired ...
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02/28/2012
Distributed Power Allocation with SINR Constraints Using Trial and Error Learning
In this paper, we address the problem of global transmit power minimizat...
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06/14/2011