default search action
Massimo Fornasier
Person information
- affiliation: Technical University Munich, Germany
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j32]Massimo Fornasier, Timo Klock, Konstantin Riedl:
Consensus-Based Optimization Methods Converge Globally. SIAM J. Optim. 34(3): 2973-3004 (2024) - [i16]Chinmay Datar
, Taniya Kapoor, Abhishek Chandra, Qing Sun
Solving partial differential equations with sampled neural networks. CoRR abs/2405.20836 (2024) - 2023
- [i15]Konstantin Riedl, Timo Klock, Carina Geldhauser, Massimo Fornasier:
Gradient is All You Need? CoRR abs/2306.09778 (2023) - [i14]Cristina Cipriani, Massimo Fornasier, Alessandro Scagliotti:
From NeurODEs to AutoencODEs: a mean-field control framework for width-varying Neural Networks. CoRR abs/2307.02279 (2023) - [i13]Massimo Fornasier, Pascal Heid, Giacomo Enrico Sodini:
Approximation Theory, Computing, and Deep Learning on the Wasserstein Space. CoRR abs/2310.19548 (2023) - 2022
- [j31]Massimo Fornasier, Hui Huang
Anisotropic Diffusion in Consensus-Based Optimization on the Sphere. SIAM J. Optim. 32(3): 1984-2012 (2022) - [c7]Massimo Fornasier
Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law. EvoApplications 2022: 738-754 - [i12]Massimo Fornasier, Timo Klock, Marco Mondelli, Michael Rauchensteiner:
Finite Sample Identification of Wide Shallow Neural Networks with Biases. CoRR abs/2211.04589 (2022) - 2021
- [j30]Massimo Fornasier, Johannes Maly, Valeriya Naumova:
Robust recovery of low-rank matrices with non-orthogonal sparse decomposition from incomplete measurements. Appl. Math. Comput. 392: 125702 (2021) - [j29]Massimo Fornasier, Lorenzo Pareschi, Hui Huang, Philippe Sünnen:
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning. J. Mach. Learn. Res. 22: 237:1-237:55 (2021) - [i11]Christian Fiedler, Massimo Fornasier, Timo Klock, Michael Rauchensteiner:
Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples. CoRR abs/2101.07150 (2021) - [i10]Massimo Fornasier, Timo Klock, Konstantin Riedl:
Consensus-based optimization methods converge globally in mean-field law. CoRR abs/2103.15130 (2021) - [i9]Massimo Fornasier, Timo Klock, Konstantin Riedl:
Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law. CoRR abs/2111.08136 (2021) - 2020
- [j28]Lars Diening
A Relaxed Kačanov iteration for the p-poisson problem. Numerische Mathematik 145(1): 1-34 (2020) - [i8]Massimo Fornasier, Hui Huang, Lorenzo Pareschi, Philippe Sünnen:
Consensus-based Optimization on the Sphere II: Convergence to Global Minimizers and Machine Learning. CoRR abs/2001.11988 (2020) - [i7]Massimo Fornasier, Hui Huang, Lorenzo Pareschi, Philippe Sünnen:
Consensus-Based Optimization on the Sphere I: Well-Posedness and Mean-Field Limit. CoRR abs/2001.11994 (2020)
2010 – 2019
- 2019
- [i6]Massimo Fornasier, Timo Klock, Michael Rauchensteiner:
Robust and Resource Efficient Identification of Two Hidden Layer Neural Networks. CoRR abs/1907.00485 (2019) - [i5]Stefano Almi, Massimo Fornasier, Richard Huber:
Data-driven Evolutions of Critical Points. CoRR abs/1911.00298 (2019) - 2018
- [i4]Massimo Fornasier, Jan Vybíral, Ingrid Daubechies:
Identification of Shallow Neural Networks by Fewest Samples. CoRR abs/1804.01592 (2018) - 2017
- [j27]Mattia Bongini, Massimo Fornasier, Francesco Rossi, Francesco Solombrino:
Mean-Field Pontryagin Maximum Principle. J. Optim. Theory Appl. 175(1): 1-38 (2017) - 2016
- [j26]Massimo Fornasier, Steffen Peter, Holger Rauhut
Conjugate gradient acceleration of iteratively re-weighted least squares methods. Comput. Optim. Appl. 65(1): 205-259 (2016) - 2015
- [j25]Mattia Bongini, Massimo Fornasier, Oliver Junge, Benjamin Scharf:
Sparse control of alignment models in high dimension. Networks Heterog. Media 10(3): 647-697 (2015) - [j24]Marco Artina, Massimo Fornasier, Stefano Micheletti
Anisotropic Mesh Adaptation for Crack Detection In Brittle Materials. SIAM J. Sci. Comput. 37(4) (2015) - [j23]Steffen Peter, Marco Artina, Massimo Fornasier:
Damping Noise-Folding and Enhanced Support Recovery in Compressed Sensing. IEEE Trans. Signal Process. 63(22): 5990-6002 (2015) - [r1]Massimo Fornasier, Holger Rauhut
Compressive Sensing. Handbook of Mathematical Methods in Imaging 2015: 205-256 - 2014
- [j22]Martin Ehler
Quasi-linear Compressed Sensing. Multiscale Model. Simul. 12(2): 725-754 (2014) - [j21]Mattia Bongini, Massimo Fornasier:
Sparse stabilization of dynamical systems driven by attraction and avoidance forces. Networks Heterog. Media 9(1): 1-31 (2014) - [j20]Marco Di Francesco
Asymptotic Behavior of Gradient Flows Driven by Nonlocal Power Repulsion and Attraction Potentials in One Dimension. SIAM J. Math. Anal. 46(6): 3814-3837 (2014) - [j19]Massimo Fornasier, Valeriya Naumova, Sergei V. Pereverzyev
Parameter Choice Strategies for Multipenalty Regularization. SIAM J. Numer. Anal. 52(4): 1770-1794 (2014) - [c6]Massimo Fornasier, Benedetto Piccoli
Mean-field optimal control by leaders. CDC 2014: 6957-6962 - [c5]Mattia Bongini, Massimo Fornasier, Fabian Frcohlich, Laleh Haghverdi:
Sparse control of force field dynamics. NetGCooP 2014: 195-200 - 2013
- [j18]Marco Artina, Massimo Fornasier, Francesco Solombrino
Linearly Constrained Nonsmooth and Nonconvex Minimization. SIAM J. Optim. 23(3): 1904-1937 (2013) - [c4]Marco Artina, Massimo Fornasier, Stefano Micheletti
Anisotropic Adaptive Meshes for Brittle Fractures: Parameter Sensitivity. ENUMATH 2013: 293-301 - [i3]Marco Artina, Massimo Fornasier, Steffen Peter:
Damping Noise-Folding and Enhanced Support Recovery in Compressed Sensing. CoRR abs/1307.5725 (2013) - [i2]Martin Ehler, Massimo Fornasier, Juliane Sigl:
Quasi-Linear Compressed Sensing. CoRR abs/1311.1642 (2013) - 2012
- [j17]Massimo Fornasier, Karin Schnass
Learning Functions of Few Arbitrary Linear Parameters in High Dimensions. Found. Comput. Math. 12(2): 229-262 (2012) - [j16]Stephan Dahlke, Massimo Fornasier, Thorsten Raasch:
Multilevel preconditioning and adaptive sparse solution of inverse problems. Math. Comput. 81(277): 419-446 (2012) - [j15]Massimo Fornasier, Yunho Kim
Wavelet Decomposition Method for L2//TV-Image Deblurring. SIAM J. Imaging Sci. 5(3): 857-885 (2012) - 2011
- [j14]Massimo Fornasier, Jan Haskovec
Particle Systems and Kinetic Equations Modeling Interacting Agents in High Dimension. Multiscale Model. Simul. 9(4): 1727-1764 (2011) - [j13]Massimo Fornasier, Holger Rauhut
Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization. SIAM J. Optim. 21(4): 1614-1640 (2011) - 2010
- [b1]Massimo Fornasier:
Theoretical Foundations and Numerical Methods for Sparse Recovery. Radon Series on Computational and Applied Mathematics 9, de Gruyter 2010, ISBN 978-3-11-022614-0, pp. I-X, 1-340 - [j12]Massimo Fornasier, Rachel A. Ward
Iterative Thresholding Meets Free-Discontinuity Problems. Found. Comput. Math. 10(5): 527-567 (2010) - [j11]Stephan Dahlke, Massimo Fornasier, Karlheinz Gröchenig:
Optimal adaptive computations in the Jaffard algebra and localized frames. J. Approx. Theory 162(1): 153-185 (2010) - [j10]Massimo Fornasier, Andreas Langer
A convergent overlapping domain decomposition method for total variation minimization. Numerische Mathematik 116(4): 645-685 (2010) - [i1]Massimo Fornasier, Karin Schnass, Jan Vybíral:
Learning Functions of Few Arbitrary Linear Parameters in High Dimensions. CoRR abs/1008.3043 (2010)
2000 – 2009
- 2009
- [j9]Massimo Fornasier, Ronny Ramlau
The application of joint sparsity and total variation minimization algorithms to a real-life art restoration problem. Adv. Comput. Math. 31(1-3): 157-184 (2009) - [j8]Massimo Fornasier, Carola-Bibiane Schönlieb
Subspace Correction Methods for Total Variation and 1-Minimization. SIAM J. Numer. Anal. 47(5): 3397-3428 (2009) - [c3]Massimo Fornasier:
Compressive Algorithms-Adaptive Solutions of PDEs and Variational Problems. IMA Conference on the Mathematics of Surfaces 2009: 143-169 - 2008
- [j7]Maria Charina
Adaptive frame methods for nonlinear variational problems. Numerische Mathematik 109(1): 45-75 (2008) - [j6]Massimo Fornasier, Holger Rauhut
Recovery Algorithms for Vector-Valued Data with Joint Sparsity Constraints. SIAM J. Numer. Anal. 46(2): 577-613 (2008) - [c2]Ingrid Daubechies, Ronald A. DeVore, Massimo Fornasier, C. Sinan Güntürk:
Iteratively Re-weighted Least Squares minimization: Proof of faster than linear rate for sparse recovery. CISS 2008: 26-29 - 2007
- [j5]Stephan Dahlke, Massimo Fornasier, Thorsten Raasch:
Adaptive frame methods for elliptic operator equations. Adv. Comput. Math. 27(1): 27-63 (2007) - [j4]Massimo Fornasier, Riccardo March
Restoration of Color Images by Vector Valued BV Functions and Variational Calculus. SIAM J. Appl. Math. 68(2): 437-460 (2007) - [c1]Massimo Fornasier:
Faithful Recovery of Vector Valued Functions from Incomplete Data. SSVM 2007: 116-127 - 2006
- [j3]Massimo Fornasier:
Nonlinear Projection Recovery in Digital Inpainting for Color Image Restoration. J. Math. Imaging Vis. 24(3): 359-373 (2006) - 2005
- [j2]Maria Morandi Cecchi, Massimo Fornasier:
Fast homogenization algorithm based on asymptotic theory and multiscale schemes. Numer. Algorithms 40(2): 171-186 (2005) - [j1]Massimo Fornasier, Domenico Toniolo:
Fast, robust and efficient 2D pattern recognition for re-assembling fragmented images. Pattern Recognit. 38(11): 2074-2087 (2005)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:24 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: