15 citations · 20 across the 5 of their papers we have counts for
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cs.LG2019
Machine Learning of Time Series Using Time-delay Embedding and Precision Annealing
Alexander J. A. Ty, Zheng Fang, Rivver A. Gonzalez +2
Tasking machine learning to predict segments of a time series requires estimating the parameters of a ML model with input/output pairs from the time series. Using the equivalence b…
cs.LG2017★ 1 cited
Machine Learning as Statistical Data Assimilation
H. D. I. Abarbanel, P. J. Rozdeba, S. Shirman
We identify a strong equivalence between neural network based machine learning (ML) methods and the formulation of statistical data assimilation (DA), known to be a problem in stat…