Publications

Juan Kuntz, Michela Ottobre, Andrew M. Stuart (2019). Diffusion limit for the random walk Metropolis algorithm out of stationarity. In Annales de l’Institut Henri Poincaré, Probabilités et Statistiques.
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Juan Kuntz, Michela Ottobre, Andrew M. Stuart (2018). Non-stationary phase of the MALA algorithm. In Stochastics and Partial Differential Equations: Analysis and Computations.
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Juan Kuntz (2017). Deterministic approximation schemes with computable errors for the distributions of Markov chains. PhD Thesis.
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Juan Kuntz, Michela Ottobre, Guy-Bart Stan, Mauricio Barahona (2016). Bounding Stationary Averages of Polynomial Diffusions via Semidefinite Programming. In SIAM Journal on Scientific Computing.
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Juan Kuntz, Diego Oyarzun, Guy-Bart Stan (2014). Model Reduction of Genetic-Metabolic Networks via Time Scale Separation. In A Systems Theoretic Approach to Systems and Synthetic Biology I: Models and System Characterizations.
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