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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

Numerical Analysis of Partial Differential Equations Using Maple and MATLAB

Fast direct solvers for elliptic PDEs

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

Lectures on stochastic programming : modeling and theory

Iterative methods and preconditioners for systems of linear equations

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

Spectral Methods in MATLAB

Data Structures and Network Algorithms

Understanding search engines : mathematical modeling and text retrieval

Arithmetic Complexity of Computations

Nonlinear Programming : Sequential Unconstrained Minimization Techniques

Understanding Search Engines : Mathematical Modeling and Text Retrieval

The zen of exotic computing

Moment and Polynomial Optimization

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

Lectures on the Logic of Computer Programming

Application of Discrete Mathematics

Solving Linear Systems on Vector and Shared Memory Computers

Computation and Cognition : Proceedings of the First Nec Research Symposium

Lapack Users' Guide

Knot Insertion and Deletion Algorithms for B-Spline Curves and Surfaces

Lapack Users' Guide

Software, Environments and Tools : Series Number 1 : Lectures on Finite Precision Computations

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