Questions tagged [nonlinear-dynamical-system]

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How can one express uncertainty or confidence in data generated by a single experiment?

I asked this question over on Physics.SE to get some practical experience from experimentalists on how to express uncertainty or confidence in data when one can only afford a single run of the ...
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Convergence behavior of multi-layer transformer output

Given that the input and output of a transformer network often have the same shape (e.g. BERT), it is natural to wonder if under sufficiently strong conditions one can expect that an input when fed ...
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Kalman Filter and Monte Carlo

What is the consequence on the uncertainty of our estimate when applying the standard kalman filter to nonlinear systems? If we are unaware of the functional form of these non linear systems how do ...