Generalized bounds for active subspaces

v1v2v3 (latest)

Generalized bounds for active subspaces

3 October 2019

Simon Hirlaender

ArXiv (abs)PDF HTML

Papers citing "Generalized bounds for active subspaces"

8 / 8 papers shown

Title
Surrogate to Poincaré inequalities on manifolds for dimension reduction in nonlinear feature spaces Anthony Nouy Alexandre Pasco 88 0 0 03 May 2025
Model Reduction for Nonlinear Systems by Balanced Truncation of State and Gradient Covariance Samuel E. Otto Alberto Padovan C. Rowley 13 10 0 28 Jul 2022
Pre-integration via Active Subspaces Sifan Liu Art B. Owen 49 3 0 06 Feb 2022
A local approach to parameter space reduction for regression and classification tasks F. Romor M. Tezzele G. Rozza 102 9 0 22 Jul 2021
Data-Free Likelihood-Informed Dimension Reduction of Bayesian Inverse Problems Tiangang Cui O. Zahm 63 25 0 26 Feb 2021
Active Slices for Sliced Stein Discrepancy Wenbo Gong Kaibo Zhang Yingzhen Li José Miguel Hernández-Lobato 44 8 0 05 Feb 2021
A unified performance analysis of likelihood-informed subspace methods Tiangang Cui X. Tong 64 26 0 07 Jan 2021
Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEs Thomas O'Leary-Roseberry Umberto Villa Peng Chen Omar Ghattas 112 70 0 30 Nov 2020