1.0Microsoft Researchhttps://www.microsoft.com/en-us/researchLisa Clawsonhttps://www.microsoft.com/en-us/research/people/lclawson/Learning Nonlinear Dynamic Models - Microsoft Researchrich600338<blockquote class="wp-embedded-content" data-secret="G7Hd6NkZdJ"><a href="https://www.microsoft.com/en-us/research/publication/learning-nonlinear-dynamic-models/">Learning Nonlinear Dynamic Models</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://www.microsoft.com/en-us/research/publication/learning-nonlinear-dynamic-models/embed/#?secret=G7Hd6NkZdJ" width="600" height="338" title="“Learning Nonlinear Dynamic Models” — Microsoft Research" data-secret="G7Hd6NkZdJ" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"></iframe><script type="text/javascript">
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We present a novel approach for learning nonlinear dynamic models, which leads to a new set of tools capable of solving problems that are otherwise difficult. We provide theory showing this new approach is consistent for models with long range structure, and apply the approach to motion capture and high-dimensional video data, yielding results superior […]