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math.NA2026
Bayesian Matrix Decomposition and Applications
Jun Lu
The sole aim of this book is to give a self-contained introduction to concepts and mathematical tools in Bayesian matrix decomposition in order to seamlessly introduce matrix decom…
math.NA2025
Matrix Decomposition and Applications
Jun Lu
In 1954, Alston S. Householder published Principles of Numerical Analysis, one of the first modern treatments on matrix decomposition that favored a (block) LU decomposition-the fa…
math.NA2025
Practical Topics in Optimization
Jun Lu
In an era where data-driven decision-making and computational efficiency are paramount, optimization plays a foundational role in advancing fields such as mathematics, computer sci…