Massimo Fornasier

According to our database1, Massimo Fornasier authored at least 41 papers between 2005 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2019
Data-driven Evolutions of Critical Points.
CoRR, 2019

Robust and Resource Efficient Identification of Two Hidden Layer Neural Networks.
CoRR, 2019

2018
Identification of Shallow Neural Networks by Fewest Samples.
CoRR, 2018

2017
Mean-Field Pontryagin Maximum Principle.
J. Optimization Theory and Applications, 2017

2016
Conjugate gradient acceleration of iteratively re-weighted least squares methods.
Comp. Opt. and Appl., 2016

2015
Compressive Sensing.
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015

Damping Noise-Folding and Enhanced Support Recovery in Compressed Sensing.
IEEE Trans. Signal Processing, 2015

Anisotropic Mesh Adaptation for Crack Detection In Brittle Materials.
SIAM J. Scientific Computing, 2015

Sparse control of alignment models in high dimension.
NHM, 2015

2014
Parameter Choice Strategies for Multipenalty Regularization.
SIAM J. Numerical Analysis, 2014

Asymptotic Behavior of Gradient Flows Driven by Nonlocal Power Repulsion and Attraction Potentials in One Dimension.
SIAM J. Math. Analysis, 2014

Sparse stabilization of dynamical systems driven by attraction and avoidance forces.
NHM, 2014

Quasi-linear Compressed Sensing.
Multiscale Modeling & Simulation, 2014

Sparse control of force field dynamics.
Proceedings of the 7th International Conference on NETwork Games, COntrol and OPtimization, 2014

Mean-field optimal control by leaders.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Linearly Constrained Nonsmooth and Nonconvex Minimization.
SIAM Journal on Optimization, 2013

Quasi-Linear Compressed Sensing.
CoRR, 2013

Damping Noise-Folding and Enhanced Support Recovery in Compressed Sensing.
CoRR, 2013

Anisotropic Adaptive Meshes for Brittle Fractures: Parameter Sensitivity.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2013, 2013

2012
Wavelet Decomposition Method for L2//TV-Image Deblurring.
SIAM J. Imaging Sciences, 2012

Multilevel preconditioning and adaptive sparse solution of inverse problems.
Math. Comput., 2012

Learning Functions of Few Arbitrary Linear Parameters in High Dimensions.
Foundations of Computational Mathematics, 2012

2011
Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization.
SIAM Journal on Optimization, 2011

Particle Systems and Kinetic Equations Modeling Interacting Agents in High Dimension.
Multiscale Modeling & Simulation, 2011

2010
A convergent overlapping domain decomposition method for total variation minimization.
Numerische Mathematik, 2010

Optimal adaptive computations in the Jaffard algebra and localized frames.
Journal of Approximation Theory, 2010

Iterative Thresholding Meets Free-Discontinuity Problems.
Foundations of Computational Mathematics, 2010

Learning Functions of Few Arbitrary Linear Parameters in High Dimensions
CoRR, 2010

Theoretical Foundations and Numerical Methods for Sparse Recovery.
Radon Series on Computational and Applied Mathematics 9, de Gruyter, ISBN: 978-3-11-022614-0, 2010

2009
Subspace Correction Methods for Total Variation and 1-Minimization.
SIAM J. Numerical Analysis, 2009

The application of joint sparsity and total variation minimization algorithms to a real-life art restoration problem.
Adv. Comput. Math., 2009

Compressive Algorithms-Adaptive Solutions of PDEs and Variational Problems.
Proceedings of the Mathematics of Surfaces XIII, 2009

2008
Recovery Algorithms for Vector-Valued Data with Joint Sparsity Constraints.
SIAM J. Numerical Analysis, 2008

Adaptive frame methods for nonlinear variational problems.
Numerische Mathematik, 2008

Iteratively Re-weighted Least Squares minimization: Proof of faster than linear rate for sparse recovery.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

2007
Restoration of Color Images by Vector Valued BV Functions and Variational Calculus.
SIAM Journal of Applied Mathematics, 2007

Adaptive frame methods for elliptic operator equations.
Adv. Comput. Math., 2007

Faithful Recovery of Vector Valued Functions from Incomplete Data.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

2006
Nonlinear Projection Recovery in Digital Inpainting for Color Image Restoration.
Journal of Mathematical Imaging and Vision, 2006

2005
Fast, robust and efficient 2D pattern recognition for re-assembling fragmented images.
Pattern Recognition, 2005

Fast homogenization algorithm based on asymptotic theory and multiscale schemes.
Numerical Algorithms, 2005


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