Machine Learning, Deepest Learning: Statistical Data Assimilation Problems. - Henry D. I. Abarbanel; Paul J. Rozdeba; Sasha Shirman (CoRR, 2017)

Machine Learning as Statistical Data Assimilation. - Henry D. I. Abarbanel; Paul J. Rozdeba; Sasha Shirman (CoRR, 2017)

Machine Learning: Deepest Learning as Statistical Data Assimilation Problems. - Henry D. I. Abarbanel; Paul J. Rozdeba; Sasha Shirman (Neural Comput., 2018)

Nonlinear Inference in Partially Observed Physical Systems and Deep Neural Networks. - Paul J. Rozdeba (2018)

Machine Learning of Time Series Using Time-delay Embedding and Precision Annealing. - Alexander J. A. Ty; Zheng Fang; Rivver A. Gonzales; Paul J. Rozdeba; Henry D. I. Abarbanel (CoRR, 2019)

State and Parameter Estimation from Observed Signal Increments. - Nikolas Nüsken; Sebastian Reich; Paul J. Rozdeba (Entropy, 2019)

Machine Learning of Time Series Using Time-Delay Embedding and Precision Annealing. - Alexander J. A. Ty; Zheng Fang; Rivver A. Gonzalez; Paul J. Rozdeba; Henry D. I. Abarbanel (Neural Comput., 2019)