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Abstract: Recently, there has been a surge of interest in incorporating neural networks into particle filters, e.g. differentiable particle filters, to perform joint sequential state estimation and ...

Abstract: In quantitative finance, the standard approach involves predicting stock returns to optimize asset allocation, aiming to maximize returns and minimize risks. This predict-then-optimize ...