Search Results for author: Johannes N. Hendriks

Found 2 papers, 2 papers with code

Beyond Occam's Razor in System Identification: Double-Descent when Modeling Dynamics

1 code implementation11 Dec 2020 Antônio H. Ribeiro, Johannes N. Hendriks, Adrian G. Wills, Thomas B. Schön

It is typically observed that the model validation performance follows a U-shaped curve as the model complexity increases.

Deep Energy-Based NARX Models

1 code implementation8 Dec 2020 Johannes N. Hendriks, Fredrik K. Gustafsson, Antônio H. Ribeiro, Adrian G. Wills, Thomas B. Schön

This paper is directed towards the problem of learning nonlinear ARX models based on system input--output data.

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