Unit

Chair of Stochastic Processes

Chair
Summary

The Stochastic Process Chair at EPFL focuses on studying interactive particle systems to model epidemics, information dissemination, and opinion evolution within populations. Additionally, the unit explores the fine properties and dimensional aspects of Brownian motion.

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Related publications (32)

Statistical limits of dictionary learning: Random matrix theory and the spectral replica method

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We consider increasingly complex models of matrix denoising and dictionary learning in the Bayes-optimal setting, in the challenging regime where the matrices to infer have a rank growing linearly with the system size. This is in contrast with most existin ...
AMER PHYSICAL SOC2022

On Approximations of Data-Driven Chance Constrained Programs over Wasserstein Balls

Daniel Kuhn, Zhi Chen, Wolfram Wiesemann

Distributionally robust chance constrained programs minimize a deterministic cost function subject to the satisfaction of one or more safety conditions with high probability, given that the probability distribution of the uncertain problem parameters affec ...
2022

The probability of intransitivity in dice and close elections

Jan Hazla

We study the phenomenon of intransitivity in models of dice and voting. First, we follow a recent thread of research for n-sided dice with pairwise ordering induced by the probability, relative to 1/2, that a throw from one die is higher than the other. We ...
2020
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