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math.OC2026
Optimisation models for the design of multiple self-consumption loops in semi-rural areas
Yohann Chasseray, Mathieu Besançon, Xavier Lorca +1
Collective electricity self-consumption gains increasing interest in a context where localised consumption of energy is a lever of sustainable development. While easing energy dist…
math.OC2026
What is the long-run distribution of stochastic gradient descent? A large deviations analysis
Waïss Azizian, Franck Iutzeler, Jérôme Malick +1
In this paper, we examine the long-run distribution of stochastic gradient descent (SGD) in general, non-convex problems. Specifically, we seek to understand which regions of the p…