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Sparse polynomial approximation of high-dimensional functions

Matrix analysis and computations

Computational Uncertainty Quantification for Inverse Problems

First-Order Methods In Optimization

Fast direct solvers for elliptic PDEs

Evaluation complexity of algorithms for nonconvex optimization : theory, computation, and perspectives

Foundations of Applied Mathematics, Volume 2 : Algorithms, Approximation, Optimization

Numerical Analysis of Partial Differential Equations Using Maple and MATLAB

Lectures on stochastic programming : modeling and theory

Iterative methods and preconditioners for systems of linear equations

Spectral Methods in MATLAB

Data Structures and Network Algorithms

Understanding search engines : mathematical modeling and text retrieval

The zen of exotic computing

Nonlinear Programming : Sequential Unconstrained Minimization Techniques

Understanding Search Engines : Mathematical Modeling and Text Retrieval

Moment and Polynomial Optimization

Arithmetic Complexity of Computations

Rank-Deficient and Discrete Ill-Posed Problems : Numerical Aspects of Linear Inversion

Computational Integration

Distributed Computing : A Locality-Sensitive Approach

Numerical Methods for Conservation Laws : From Analysis to Algorithm

Spline functions : computational methods

Recipes for Continuation

Lapack Users' Guide

Complexity Classifications of Boolean Constraint Satisfaction Problems

Application of Discrete Mathematics

Lapack Users' Guide

Recent Advances in Total Least Squares Techniques and Errors-in-Variables Modeling

Proceedings of the Ninth Siam Conference on Parallel Processing for Scientific Computing

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