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
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R. Vandebril, M. Van Barel, N. Mastronardi (2007) Matrix Computations and
Semiseparable Matrices: Vol. 1, Linear Systems. The Johns Hopkins University.
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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
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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.
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M.Ng, N. Mastronardi, E. Tyrtyshnikov (2010) Decay in Functions of
Multi-band Matrices. SIAM Journal on Matrix Analysis and Applications, 31,
2721-2737.
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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.
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N. Mastronardi, D.P. O'Leary (2007) Fast Robust Regression Algorithms for
Problems with Toeplitz Structure. Computational Statistics and Data Analysis,
52, 1119-1131.
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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.
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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.
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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.
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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.
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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.
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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.
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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.