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math.NA2026
Reduced Order Modeling and Applications to Inverse State Estimation
Olga Mula, Agustín Somacal
Solving parametric partial differential equations (PDEs) repeatedly for many parameter values,as needed in optimal control, uncertainty quantification, and inverse problems, is oft…
cs.LG2026
Natural gradient descent with momentum
Anthony Nouy, Agustín Somacal
We consider the problem of approximating a function by an element of a nonlinear manifold which admits a differentiable parametrization, typical examples being neural networks with…