Jonathan Wenger
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126
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2026
Computation-Aware Kalman Filtering with Model Selection for Neural Dynamics
The paper introduces the Computation-Aware State-Space Model (CASSM), a novel framework that extends Bayesian methods to handle model selection and large state-spaces, achieving competitive performance with deep networks while providing superior uncertainty calibration.
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