Gradient Based Parameter Estimation in Linear and Nonlinear State Space Models
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Seminar tutorial on my research for my Master’s thesis at ESPCI Paris. The focus was on developping methods to a-posteriori backpropagate through the latent spaces of linear and nonlinear variants of the Kalman Filter in order to estimate model parameters.