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scopus(6)
Gradient Descent for Resource Allocation with Packet Loss*
Conference ObjectAbstract: This paper studies the effect of packet loss during the application of the weighted gradient descentPalabras claves:Distributed Optimization, Gradient descent, Multi-agent systems, Open multi-Agent systems, packet loss, Resource allocationAutores:Frasca P., Panteley E., Renato VizueteFuentes:scopusGraphon-Based Sensitivity Analysis of SIS Epidemics
ArticleAbstract: In this letter, we use the spectral properties of graphons to study stability and sensitivity to noiPalabras claves:Epidemics, graphons, large-scale systems, NETWORKSAutores:Frasca P., Garin F., Renato VizueteFuentes:scopusOn the Influence of Noise in Randomized Consensus Algorithms
ArticleAbstract: In this letter, we study the influence of additive noise in randomized consensus algorithms. AssuminPalabras claves:average effective resistance, Consensus Algorithm, Open Systems, random graphAutores:Frasca P., Panteley E., Renato VizueteFuentes:scopusRandom coordinate descent algorithm for open multi-agent systems with complete topology and homogeneous agents
Conference ObjectAbstract: We study the convergence in expectation of the Random Coordinate Descent algorithm (RCD) for solvingPalabras claves:Autores:De Galland C.M., Frasca P., Hendrickx J.M., Panteley E., Renato VizueteFuentes:scopusResource allocation in open multi-agent systems: an online optimization analysis
Conference ObjectAbstract: The resource allocation problem consists of the optimal distribution of a budget between agents in aPalabras claves:Autores:De Galland C.M., Frasca P., Hendrickx J.M., Panteley E., Renato VizueteFuentes:scopusThe Laplacian Spectrum of Large Graphs Sampled from Graphons
ArticleAbstract: This paper studies the Laplacian spectrum and the average effective resistance of (large) graphs thaPalabras claves:average effective resistance, graphons, Kirchhoff index, Laplacian matrix, large networksAutores:Frasca P., Garin F., Renato VizueteFuentes:scopus