9 citations · 9 across the 1 of their papers we have counts for
2 papers
stat.ML2019★ 9 cited
Active Manifolds: A non-linear analogue to Active Subspaces
Robert A. Bridges, Anthony D. Gruber, Christopher Felder +2
We present an approach to analyze functions that addresses limitations present in the Active Subspaces (AS) method of Constantine et al.(2015; 2014). Under appr…
cs.LG2018
Dimension Reduction Using Active Manifolds
Robert A. Bridges, Chris Felder, Chelsey Hoff
Scientists and engineers rely on accurate mathematical models to quantify the objects of their studies, which are often high-dimensional. Unfortunately, high-dimensional models are…