Dr. Nicola Mastronardi

Istituto per le Applicazioni del Calcolo “M. Picone”, sede di Bari

Italian National Research Council, Italy

Email: n.mastronardi@ba.iac.cnr.it

Qualifications

2001  Ph.D., Department of Electrical Engineering, Katholieke Universiteit Leuven, Belgium
1990  M.Sc., Department of Computer Science, University of Bari, Italy

Publications (Selected)

Books, Book Chapters, Dissertation

1. R. Vandebril, M. Van Barel, N. Mastronardi (2007) Matrix Computations and Semiseparable Matrices: Vol. 1, Linear Systems. The Johns Hopkins University.
2. R. Vandebril, M. Van Barel, N. Mastronardi (2008) Matrix Computations and Semiseparable Matrices: Vol. 2, Eigenvalue and Singular Value Methods. The Johns Hopkins University Press.

Journals

1. N. Mastronardi, E. Tyrtyshnikov, P. Van Dooren (2010) A fast algorithm for updating and downsizing the dominant kernel principal components. SIAM Journal on Matrix Analysis and Applications, 31, 2376-2399.
2. M.Ng, N. Mastronardi, E. Tyrtyshnikov (2010) Decay in Functions of Multi-band Matrices. SIAM Journal on Matrix Analysis and Applications, 31, 2721-2737.
3. N. Mastronardi, R. Vandebril, M. Van Barel (2009) On the computation of the nullspace of Toeplitz-like Matrices. Electronic Transactions on Numerical Analysis, 33, 151-162.
4. N. Mastronardi, D.P. O'Leary (2007) Fast Robust Regression Algorithms for Problems with Toeplitz Structure. Computational Statistics and Data Analysis, 52, 1119-1131.
5. R. Vandebril, M. Van Barel, N. Mastronardi (2005) An orthogonal similarity reduction of a matrix to semiseparable form. SIAM Journal on Matrix Analysis and Applications, 27, 176-197.
6. N. Mastronardi, E. Van Camp, M. Van Barel (2005) Divide and conquer algorithms for computing the eigendecomposition of symmetric diagonal plus semiseparable matrices. Numerical Algorithms, 9, 379-398.
7. T. Laudadio, N. Mastronardi, L. Vanhamme, P. Van Hecke, S. Van Huffel (2002) Improved Lanczos algorithms for blackbox MRS data quantitation. Journal of Magnetic Resonance, 157, 292-297.
8. P. Lemmerling, N. Mastronardi, S. Van Huffel (2000) Fast algorithm for solving the Hankel/Toeplitz Structured Total Least Squares Problem, Numerical Algorithms. 23, 371-392.
9. N. Mastronardi, S. Chandrasekaran, S. Van Huffel (2001) Fast and stable two-way algorithm for diagonal plus semi-separable systems of linear equations. Numerical Linear Algebra with Applications, 8, 7-12.
10. N. Mastronardi, P. Lemmerling, S. Van Huffel (2000) Fast structured total least squares algorithm for solving the basic deconvolution problem. SIAM Journal on Matrix Analysis and Applications, 22, 533-553.
11. N. Mastronardi and D. Boley (1999) Computing the smallest eigenpair of a symmetric positive definite Toeplitz matrix. SIAM Journal on Scientific Computing, 20, 1921-1927.