Samir M. Perlaza | DeepAI

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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...

0 Samir M. Perlaza, et al. ∙

∙ 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...

0 Francisco Daunas, et al. ∙

∙ 11/12/2022

Empirical Risk Minimization with Generalized Relative Entropy Regularization

The empirical risk minimization (ERM) problem with relative entropy regu...

0 Samir M. Perlaza, et al. ∙

∙ 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...

0 Sadaf ul Zuhra, et al. ∙

∙ 11/03/2022

Zero-Sum Games with Noisy Observations

In this paper, 2 × 2 zero-sum games (ZSGs) are studied under the followi...

0 Ke Sun, et al. ∙

∙ 06/21/2022

FEAT: Fair Coordinated Iterative Water-Filling Algorithm

In this paper, we consider a perfect coordinated water-filling game, whe...

0 Majed Haddad, et al. ∙

∙ 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...

0 Sadaf ul Zuhra, et al. ∙

∙ 02/09/2022

Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis

The optimality and sensitivity of the empirical risk minimization proble...

0 Samir M. Perlaza, et al. ∙

∙ 10/05/2021

Simultaneous Information and Energy Transmission with Finite Constellations

In this paper, the fundamental limits on the rates at which information ...

0 Sadaf ul Zuhra, et al. ∙

∙ 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...

0 Victor Quintero, et al. ∙

∙ 08/13/2018

Stealth Attacks on the Smart Grid

Random attacks that jointly minimize the amount of information acquired ...

0 Ke Sun, et al. ∙

∙ 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...

0 Luca Rose, et al. ∙

∙ 06/14/2011

Learning Equilibria with Partial Information in Decentralized Wireless Networks

In this article, a survey of several important equilibrium concepts for ...

0 Luca Rose, et al. ∙

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