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particular, we plan to study stochastic variants of history-determinism, such as automata that are good-for-Markov chains / Markov Decision Processes, as well as stochastic resolvers and their memory
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particular, we plan to study stochastic variants of history-determinism, such as automata that are good-for-Markov chains / Markov Decision Processes, as well as stochastic resolvers and their memory
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Theory, Mechanism Design, Markov Decision Processes, probabilistic analysis, stochastic games, fair division etc. and writing and disseminating the work conducted in the context of the project. A full list
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architectures and training algorithms, uncertainty quantification, high-dimensional stochastic systems and high-dimensional partial differential equation systems. Multiple positions available. About the T-5 Group
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; probabilistic modelling and Bayesian inference, stochastic algorithms and simulation-based inference; causal inference and time-to-event analysis; and statistical machine learning in general. OCBE has numerous
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the University of São Paulo's Institute of Mathematics and Statistics (IME-USP) in Brazil is selecting 2 post-doctoral researchers to develop independent investigation in one of the research lines: 1. Stochastic
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, United States of America [map ] Subject Areas: Probability theory, stochastic analysis, stochastic control, interacting particle systems, large deviations, highdimensional probability and asymptotic geometric analysis Appl
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differential equations, computational fluid dynamics, material science, dynamical systems, numerical analysis, stochastic analysis, graph theory and applications, mathematical biology, financial mathematics
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; mathematical modelling of cancer; probabilistic modelling and Bayesian inference, stochastic algorithms and simulation-based inference; causal inference and time-to-event analysis; and statistical machine
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research and teaching in applied analysis, computational mathematics, data science, discrete mathematics, financial mathematics, stochastics, and statistics. The Department of Applied Mathematics is the only