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math.PR2020★ 4 cited
Geometric rough paths on infinite dimensional spaces
Erlend Grong, Torstein Nilssen, Alexander Schmeding
Similar to ordinary differential equations, rough paths and rough differential equations can be formulated in a Banach space setting. For , we give criteria for whe…
math.OC2020★ 3 cited
Continuity of Chen-Fliess Series for Applications in System Identification and Machine Learning
Rafael Dahmen, W. Steven Gray, Alexander Schmeding
Model continuity plays an important role in applications like system identification, adaptive control, and machine learning. This paper provides sufficient conditions under which i…