WIAS invites applications for a Postdoc position (f/m/d) at the intersection of the areas machine learning/mathematical optimization/optimal control with a focus on robustness under distribution shift

Requirements:

We specifically prefer two types of mathematical research experiences: either in principled statistical machine learning/reinforcement learning theory (related to dynamical systems, time series, Markov decision process (MDP), control theory) and/or in applied mathematics, in optimization, numerical analysis, optimal control, dynamical systems (PDEs and S(P)DEs), data-driven modeling of dynamics, model predictive control (MPC)

Text:

Postdoc position (f/m/d) WIAS invites applications for a Postdoc position (f/m/d) at the intersection of the areas machine learning/mathematical optimization/optimal control with a focus on robustness under distribution shift We specifically prefer two types of mathematical research experiences: either in principled statistical machine learning/reinforcement learning theory (related to dynamical systems, time series, Markov decision process (MDP), control theory) and/or in applied mathematics, in optimization, numerical analysis, optimal control, dynamical systems (PDEs and S(P)DEs), data-driven modeling of dynamics, model predictive control (MPC)

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