K. Jbilou

Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations

An overview of full-waveform inversion in exploration geophysics

Giga-voxel computational morphogenesis for structural design

Guided Image Filtering

Jacobian-free Newton–Krylov methods: a survey of approaches and applications

On the ADI method for the Sylvester equation and the optimal- points

Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks

The university of Florida sparse matrix collection

Design and Analysis of FTZNN Applied to the Real-Time Solution of a Nonstationary Lyapunov Equation and Tracking Control of a Wheeled Mobile Manipulator

A preconditioned low-rank CG method for parameter-dependent Lyapunov matrix equations

A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems

A literature survey of low‐rank tensor approximation techniques

Low-Rank Tensor Krylov Subspace Methods for Parametrized Linear Systems

SDPT3 — A Matlab software package for semidefinite programming, Version 1.3

Analysis of the Rational Krylov Subspace and ADI Methods for Solving the Lyapunov Equation

Semi-Supervised Learning

Iterative Methods for Sparse Linear Systems

An Error Analysis of Galerkin Projection Methods for Linear Systems with Tensor Product Structure

System-Theoretic Methods for Model Reduction of Large-Scale Systems: Simulation, Control, and Inverse Problems

Google's PageRank and Beyond: The Science of Search Engine Rankings

Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation

Krylov subspace methods for projected Lyapunov equations

Minimal residual methods for large scale Lyapunov equations

Deep Learning in Physical Layer Communications

Global FOM and GMRES algorithms for matrix equations

Low rank approximate solutions to large Sylvester matrix equations

Analysis of some vector extrapolation methods for solving systems of linear equations

ADI preconditioned Krylov methods for large Lyapunov matrix equations

Sylvester Tikhonov-regularization methods in image restoration