Abstract: Most existing works use dual decomposition and first-order methods to solve Network Utility Maximization (NUM) problems in a distributed manner, which suffer from slow rate of convergence ...
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This paper proposes the Primal-Dual Natural Actor-Critic (PDNAC) algorithm, which achieves, for the first time, a global convergence rate of $\tilde{\mathcal{O}}(1 ...
Abstract: In this paper, we explore a secure downlink transmission system and propose a simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) assisted cooperative ...
Introduction: Time-of-flight (TOF) information in coincidence detection is useful to improve image quality in PET reconstruction. However, the fastest TOF resolution currently available commercially, ...
This project aims to reproduce the results of the paper titled "Streaming Algorithm for Monotone k-Submodular Maximization with Cardinality Constraints," published in ICML, 2022. The main goal of the ...
This study attempts to examine the direct impact of corporate social responsibility (CSR) initiatives on employees’ job performance and the indirect relationships between CSR initiatives on employees’ ...
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