Jennifer B. Erway

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 10

Top Topics

Levenberg Marquardt

Machine Learning Methods

Efficiently Computing

Top Venues

Optim. Methods Softw.

ACM Trans. Math. Softw.

Comput. Optim. Appl.

Publications

Jennifer B. Erway, Mostafa Rezapour
A new multipoint symmetric secant method with a dense initial matrix. Optim. Methods Softw. 38 (4) (2023)
Johannes Brust, Oleg Burdakov, Jennifer B. Erway, Roummel F. Marcia
Algorithm 1030: SC-SR1: MATLAB Software for Limited-memory SR1 Trust-region Methods. ACM Trans. Math. Softw. 48 (4) (2022)
Jennifer B. Erway, Mostafa Rezapour
A New Multipoint Symmetric Secant Method with a Dense Initial Matrix. CoRR (2021)
Jennifer B. Erway, Joshua D. Griffin, Roummel F. Marcia, Riadh Omheni
Trust-region algorithms for training responses: machine learning methods using indefinite Hessian approximations. Optim. Methods Softw. 35 (3) (2020)
Johannes Brust, Oleg Burdakov, Jennifer B. Erway, Roummel F. Marcia
A dense initialization for limited-memory quasi-Newton methods. Comput. Optim. Appl. 74 (1) (2019)
Jennifer B. Erway, Joshua D. Griffin, Roummel F. Marcia, Riadh Omheni
Trust-Region Algorithms for Training Responses: Machine Learning Methods Using Indefinite Hessian Approximations. CoRR (2018)
Omar DeGuchy, Jennifer B. Erway, Roummel F. Marcia
Compact representation of the full Broyden class of quasi-Newton updates. Numer. Linear Algebra Appl. 25 (5) (2018)
Johannes Brust, Jennifer B. Erway, Roummel F. Marcia
On solving L-SR1 trust-region subproblems. Comput. Optim. Appl. 66 (2) (2017)
Jennifer B. Erway, Robert J. Plemmons, Lasith Adhikari, Roummel F. Marcia
Trust-region methods for nonconvex sparse recovery optimization. ISITA (2016)
Jennifer B. Erway, Roummel F. Marcia
On Efficiently Computing the Eigenvalues of Limited-Memory Quasi-Newton Matrices. SIAM J. Matrix Anal. Appl. 36 (3) (2015)
Jennifer B. Erway, Roummel F. Marcia
Algorithm 943: MSS: MATLAB Software for L-BFGS Trust-Region Subproblems for Large-Scale Optimization. ACM Trans. Math. Softw. 40 (4) (2014)
Jennifer B. Erway, Vibhor Jain, Roummel F. Marcia
Shifted L-BFGS systems. Optim. Methods Softw. 29 (5) (2014)
Jennifer B. Erway, Vibhor Jain, Roummel F. Marcia
Shifted limited-memory DFP systems. ACSSC (2013)
Jiani Zhang, Jennifer B. Erway, Xiaofei Hu, Qiang Zhang, Robert J. Plemmons
Randomized SVD Methods in Hyperspectral Imaging. J. Electr. Comput. Eng. 2012 (2012)
Jennifer B. Erway, Roummel F. Marcia
A backward stability analysis of diagonal pivoting methods for solving unsymmetric tridiagonal systems without interchanges. Numer. Linear Algebra Appl. 18 (1) (2011)
Jennifer B. Erway, Philip E. Gill, Joshua D. Griffin
Iterative Methods for Finding a Trust-region Step. SIAM J. Optim. 20 (2) (2009)
Jennifer B. Erway, Philip E. Gill
A Subspace Minimization Method for the Trust-Region Step. SIAM J. Optim. 20 (3) (2009)