
Automated WorstCase Performance Analysis of Decentralized Gradient Descent
We develop a methodology to automatically compute worstcase performance...
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Are energy savings the only reason for the emergence of bird echelon formation?
We analyze the conditions under which the emergence of frequently observ...
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Stability of Decentralized Gradient Descent in Open MultiAgent Systems
The aim of decentralized gradient descent (DGD) is to minimize a sum of ...
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Open MultiAgent Systems with Variable Size: the Case of Gossiping
We consider open multiagent systems, which are systems subject to frequ...
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Lowrank multiparametric covariance identification
We propose a differential geometric construction for families of lowran...
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Fundamental Performance Limitations for Average Consensus in Open MultiAgent Systems
We derive fundamental performance limitations for intrinsic average cons...
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Lower bound performances for average consensus in open multiagent systems (extended version)
We derive fundamental limitations on the performances of intrinsic avera...
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Trajectory convergence from coordinatewise decrease of quadratic energy functions, and applications to platoons
We consider trajectories where the sign of the derivative of each entry ...
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Graph Resistance and Learning from Pairwise Comparisons
We consider the problem of learning the qualities of a collection of ite...
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Sets of Stochastic Matrices with Converging Products: Bounds and Complexity
An SIA matrix is a stochastic matrix whose sequence of powers converges ...
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MAXconsensus in open multiagent systems with gossip interactions
We study the problem of distributed maximum computation in an open multi...
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Open MultiAgent Systems: Gossiping with Random Arrivals and Departures
We consider open multiagent systems. Unlike the systems usually studied...
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Modelling influence and opinion evolution in online collective behaviour
Opinion evolution and judgment revision are mediated through social infl...
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Julien M. Hendrickx
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