Learning Probabilistic Filters with Strictly Proper Scoring Rules

Eviatar Bach, Ricardo Baptista, Jochen Bröcker +2

Bayesian filtering of partially and noisily observed dynamical systems seeks to infer the evolving conditional distribution of the state of a dynamical system, given observations,…