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cs.LG2021
Extracting Dynamical Models from Data
Michael F. Zimmer
The problem of determining the underlying dynamics of a system when only given data of its state over time has challenged scientists for decades. In this paper, the approach of usi…
cs.LG2021
2nd-order Updates with 1st-order Complexity
Michael F. Zimmer
It has long been a goal to efficiently compute and use second order information on a function () to assist in numerical approximations. Here it is shown how, using only basic ph…