Paul G. Constantine

34 papers A* 1C 1Misc 2Journal 28Unranked 1

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	A Lipschitz Matrix for Parameter Reduction in Computational Science. SIAM J. Sci. Comput. Jeffrey M. Hokanson, Paul G. Constantine
2020	J	`jnl`	Forward and backward uncertainty quantification with active subspaces: Application to hypersonic flows around a cylinder. J. Comput. Phys. Andrea F. Cortesi, Paul G. Constantine, Thierry E. Magin, Pietro Marco Congedo
2020	J	`jnl`	Gradient-Based Dimension Reduction of Multivariate Vector-Valued Functions. SIAM J. Sci. Comput. Olivier Zahm, Paul G. Constantine, Clémentine Prieur, Youssef M. Marzouk
2020	J	`jnl`	Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments. Stat. Comput. Andrew Glaws, Paul G. Constantine, R. Dennis Cook
2019	J	`jnl`	Gauss-Christoffel quadrature for inverse regression: applications to computer experiments. Stat. Comput. Andrew G. Salinger, Paul G. Constantine
2019	J	`jnl`	Gaussian Quadrature and Polynomial Approximation for One-Dimensional Ridge Functions. SIAM J. Sci. Comput. Andrew G. Salinger, Paul G. Constantine
2019	J	`jnl`	The Lipschitz Matrix: A Tool for Parameter Space Dimension Reduction. CoRR Jeffrey M. Hokanson, Paul G. Constantine
2018	J	`jnl`	A modified SEIR model for the spread of Ebola in Western Africa and metrics for resource allocation. Appl. Math. Comput. Paul Diaz, Paul G. Constantine, Kelsey Kalmbach, Eric W. Jones, Stephen Pankavich
2018	J	`jnl`	Data-Driven Polynomial Ridge Approximation Using Variable Projection. SIAM J. Sci. Comput. Jeffrey M. Hokanson, Paul G. Constantine
2017	J	`jnl`	Dimension reduction in magnetohydrodynamics power generation models: Dimensional analysis and active subspaces. Stat. Anal. Data Min. Andrew G. Salinger, Paul G. Constantine, John N. Shadid, Timothy Wildey
2017	J	`jnl`	Global sensitivity metrics from active subspaces. Reliab. Eng. Syst. Saf. Paul G. Constantine, Paul Diaz
2017	Misc	`conf`	Learning the second-moment matrix of a smooth function from point samples. ACSSC Armin Eftekhari, Michael B. Wakin, Ping Li, Paul G. Constantine, Rachel A. Ward
2017	J	`jnl`	Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model. Stat. Anal. Data Min. Paul G. Constantine, Alireza Doostan
2016	J	`jnl`	A randomized algorithm for enumerating zonotope vertices. CoRR Kerrek Stinson, David F. Gleich, Paul G. Constantine
2016	J	`jnl`	Accelerating Markov Chain Monte Carlo with Active Subspaces. SIAM J. Sci. Comput. Paul G. Constantine, Carson Kent, Tan Bui-Thanh
2016	J	`jnl`	Python Active-subspaces Utility Library. J. Open Source Softw. Paul G. Constantine, Ryan Howard, Andrew G. Salinger, Zachary Grey, Paul Diaz, Leslie Fletcher
2016	J	`jnl`	Reprint of: Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model. Comput. Geosci. Jennifer L. Jefferson, James M. Gilbert, Paul G. Constantine, Reed M. Maxwell
2015	—	`book`	Active Subspaces - Emerging Ideas for Dimension Reduction in Parameter Studies. Paul G. Constantine
2015	J	`jnl`	Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model. Comput. Geosci. Jennifer L. Jefferson, James M. Gilbert, Paul G. Constantine, Reed M. Maxwell
2015	—	`conf`	Computing active subspaces efficiently with gradient sketching. CAMSAP Paul G. Constantine, Armin Eftekhari, Michael B. Wakin
2015	J	`jnl`	Discovering an active subspace in a single-diode solar cell model. Stat. Anal. Data Min. Paul G. Constantine, Brian R. Zaharatos, Mark Campanelli
2015	J	`jnl`	Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet. J. Comput. Phys. Paul G. Constantine, Michael Emory, Johan Larsson, Gianluca Iaccarino
2014	J	`jnl`	Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces. SIAM J. Sci. Comput. Paul G. Constantine, Eric Dow, Qiqi Wang
2014	J	`jnl`	Erratum: Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces. SIAM J. Sci. Comput. Paul G. Constantine, Eric Dow, Qiqi Wang
2014	J	`jnl`	Model Reduction With MapReduce-enabled Tall and Skinny Singular Value Decomposition. SIAM J. Sci. Comput. Paul G. Constantine, David F. Gleich, Yangyang Hou, Jeremy A. Templeton
2012	J	`jnl`	A Lanczos method for approximating composite functions. Appl. Math. Comput. Paul G. Constantine, Eric T. Phipps
2012	J	`jnl`	A Posteriori Error Analysis of Parameterized Linear Systems Using Spectral Methods. SIAM J. Matrix Anal. Appl. Troy D. Butler, Paul G. Constantine, Tim Wildey
2012	Misc	`conf`	Distinguishing signal from noise in an SVD of simulation data. ICASSP Paul G. Constantine, David F. Gleich
2012	J	`jnl`	Residual Minimizing Model Interpolation for Parameterized Nonlinear Dynamical Systems. SIAM J. Sci. Comput. Paul G. Constantine, Qiqi Wang
2011	J	`jnl`	A Factorization of the Spectral Galerkin System for Parameterized Matrix Equations: Derivation and Applications. SIAM J. Sci. Comput. Paul G. Constantine, David F. Gleich, Gianluca Iaccarino
2010	J	`jnl`	Spectral Methods for Parameterized Matrix Equations. SIAM J. Matrix Anal. Appl. Paul G. Constantine, David F. Gleich, Gianluca Iaccarino
2010	A*	`conf`	Tracking the random surfer: empirically measured teleportation parameters in PageRank. WWW David F. Gleich, Paul G. Constantine, Abraham D. Flaxman, Asela Gunawardana
2009	J	`jnl`	Random Alpha PageRank. Internet Math. Paul G. Constantine, David F. Gleich
2007	C	`conf`	Using Polynomial Chaos to Compute the Influence of Multiple Random Surfers in the PageRank Model. WAW Paul G. Constantine, David F. Gleich