James L. Hook

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 8

Top Topics

Matrix Factorization

Tikhonov Regularization

Echo State Networks

Top Venues

SIAM J. Matrix Anal. Appl.

SIAM J. Sci. Comput.

Publications

Allen G. Hart, James L. Hook, Jonathan H. P. Dawes
Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems. CoRR (2020)
Allen G. Hart, James L. Hook, Jonathan H. P. Dawes
Embedding and approximation theorems for echo state networks. Neural Networks 128 (2020)
James L. Hook, Jennifer Pestana, Françoise Tisseur, Jonathan D. Hogg
Max-Balanced Hungarian Scalings. SIAM J. Matrix Anal. Appl. 40 (1) (2019)
Sanjar Karaev, James L. Hook, Pauli Miettinen
Latitude: A Model for Mixed Linear-Tropical Matrix Factorization. SDM (2018)
James L. Hook, Jennifer A. Scott, Françoise Tisseur, Jonathan D. Hogg
A Max-Plus Approach to Incomplete Cholesky Factorization Preconditioners. SIAM J. Sci. Comput. 40 (4) (2018)
Sanjar Karaev, James L. Hook, Pauli Miettinen
Latitude: A Model for Mixed Linear-Tropical Matrix Factorization. CoRR (2018)
James L. Hook
Min-plus algebraic low rank matrix approximation: a new method for revealing structure in networks. CoRR (2017)
James L. Hook, Françoise Tisseur
Incomplete LU Preconditioner Based on Max-Plus Approximation of LU Factorization. SIAM J. Matrix Anal. Appl. 38 (4) (2017)