DOE OSTI · code-55059
Active Manifolds ICML 2019 Paper Results Code
Abstract
Problem Solved: A novel technique for regression and sensitivity analysis of C1 function f problematic input dimension given observations (x_i, f(x_i), f'(x_i)). Solution Provided by the Code: Active Manifolds reduces the problem to analysis/regression of a 1 dimensional analogue by exploiting geometric properties of the function.
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Bridges, RobertA., Verma, KirenE., Gruber, Anthony, Felder, Chris, Hoff, Chelsey. 2019-05-09. Active Manifolds ICML 2019 Paper Results Code. https://doi.org/10.11578/dc.20210416.87
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