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Villa, Silvia

Co-Author Distance
Author ID: villa.silvia Recent zbMATH articles by "Villa, Silvia"
Published as: Villa, Silvia; Villa, S.
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Documents Indexed: 41 Publications since 2003, including 6 Additional arXiv Preprints
Co-Authors: 31 Co-Authors with 37 Joint Publications
560 Co-Co-Authors
all top 5

Co-Authors

3 single-authored
22 Rosasco, Lorenzo A.
8 Salzo, Saverio
7 Vũ, Bằng Công
5 Garrigos, Guillaume
5 Molinari, Cesare
4 Verri, Alessandro
3 Mosci, Sofia
3 Umanità, Veronica
2 Apidopoulos, Vassilis
2 Combettes, Patrick L.
2 De Vito, Ernesto
1 Baldassarre, Luca
1 Calatroni, Luca
1 Ginatta, Nicolò
1 Kozak, David
1 Latafat, Puya
1 Levaggi, Laura
1 Lin, Junhong
1 Massias, Mathurin
1 Matet, Simon
1 Patrinos, Panagiotis
1 Poggio, Tomaso A.
1 Radrizzani, Paola
1 Rando, Marco
1 Roberto, Lucchetti E.
1 Santoro, Matteo
1 Tenorio, Luis
1 Themelis, Andreas
1 Traoré, Cheik
1 Vega, Cristian
1 Zhou, Dingxuan
all top 5

Serials

4 Mathematical Programming. Series A. Series B
4 Computational Optimization and Applications
3 SIAM Journal on Optimization
2 Numerical Functional Analysis and Optimization
2 Optimization
2 Journal of Convex Analysis
2 Analysis and Applications (Singapore)
1 Applied Mathematics and Optimization
1 Journal of Optimization Theory and Applications
1 Numerische Mathematik
1 SIAM Journal on Control and Optimization
1 Journal of Complexity
1 Journal of Global Optimization
1 Journal of Mathematical Imaging and Vision
1 Applied and Computational Harmonic Analysis
1 Journal of Inverse and Ill-Posed Problems
1 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
1 Quantitative Finance
1 Journal of Machine Learning Research (JMLR)
1 Pacific Journal of Optimization
all top 5

Fields

26 Operations research, mathematical programming (90-XX)
19 Calculus of variations and optimal control; optimization (49-XX)
16 Numerical analysis (65-XX)
10 Operator theory (47-XX)
8 Computer science (68-XX)
6 Statistics (62-XX)
3 Functional analysis (46-XX)
2 Ordinary differential equations (34-XX)
2 Systems theory; control (93-XX)
1 Probability theory and stochastic processes (60-XX)
1 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 Information and communication theory, circuits (94-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

29 Publications have been cited 386 times in 300 Documents Cited by ▼ Year ▼
Accelerated and inexact forward-backward algorithms. Zbl 1295.90049
Villa, Silvia; Salzo, Saverio; Baldassarre, Luca; Verri, Alessandro
101
2013
Inexact and accelerated proximal point algorithms. Zbl 1283.90030
Salzo, Saverio; Villa, Silvia
47
2012
Nonparametric sparsity and regularization. Zbl 1317.68183
Rosasco, Lorenzo; Villa, Silvia; Mosci, Sofia; Santoro, Matteo; Verri, Alessandro
39
2013
Convergence of stochastic proximal gradient algorithm. Zbl 1465.90101
Rosasco, Lorenzo; Villa, Silvia; Vũ, Bằng Công
33
2020
Stochastic forward-backward splitting for monotone inclusions. Zbl 06586792
Rosasco, Lorenzo; Villa, Silvia; Vũ, Bang Công
16
2016
Regularized learning schemes in feature Banach spaces. Zbl 1378.62015
Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
14
2018
Iterative regularization via dual diagonal descent. Zbl 1425.94013
Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
13
2018
Consistent learning by composite proximal thresholding. Zbl 1386.68126
Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
12
2018
A stochastic inertial forward-backward splitting algorithm for multivariate monotone inclusions. Zbl 06587813
Rosasco, Lorenzo; Villa, Silvia; Vũ, Băng Công
12
2016
Proximal methods for the latent group lasso penalty. Zbl 1305.90388
Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro
12
2014
Convergence analysis of a proximal Gauss-Newton method. Zbl 1282.90236
Salzo, Saverio; Villa, Silvia
11
2012
Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry. Zbl 1512.90166
Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
11
2023
An extension of Mercer theorem to matrix-valued measurable kernels. Zbl 1283.46018
De Vito, Ernesto; Umanità, Veronica; Villa, Silvia
9
2013
Modified Fejér sequences and applications. Zbl 1427.90267
Lin, Junhong; Rosasco, Lorenzo; Villa, Silvia; Zhou, Ding-Xuan
8
2018
A first-order stochastic primal-dual algorithm with correction step. Zbl 1369.47074
Rosasco, Lorenzo; Villa, Silvia; Vũ, Bang Công
8
2017
On the regularization of sliding modes. Zbl 1143.93010
Levaggi, Laura; Villa, Silvia
6
2007
Thresholding gradient methods in Hilbert spaces: support identification and linear convergence. Zbl 07198291
Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
6
2020
Parallel random block-coordinate forward-backward algorithm: a unified convergence analysis. Zbl 1487.65068
Salzo, Saverio; Villa, Silvia
5
2022
Zeroth-order optimization with orthogonal random directions. Zbl 1518.90127
Kozak, David; Molinari, Cesare; Rosasco, Lorenzo; Tenorio, Luis; Villa, Silvia
5
2023
A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization. Zbl 1230.68166
De Vito, Ernesto; Umanità, Veronica; Villa, Silvia
4
2011
Accelerated iterative regularization via dual diagonal descent. Zbl 1461.90093
Calatroni, Luca; Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
4
2021
Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions. Zbl 1213.47011
Umanità, Veronica; Villa, Silvia
3
2010
Generic well posedness in linear programming. Zbl 1162.49034
Lucchetti, Roberto; Radrizzani, Paola; Villa, Silvia
2
2008
Proximal gradient methods for machine learning and imaging. Zbl 07471339
Salzo, Saverio; Villa, Silvia
1
2021
Implicit regularization with strongly convex bias: stability and acceleration. Zbl 1512.90173
Villa, Silvia; Matet, Simon; Vũ, Bằng Công; Rosasco, Lorenzo
1
2023
A continuous time Bayesian network classifier for intraday FX prediction. Zbl 1402.91818
Villa, S.; Stella, F.
1
2014
Consistency of learning algorithms using Attouch-Wets convergence. Zbl 1236.93157
Villa, S.; Rosasco, L.; Mosci, S.; Verri, A.
1
2012
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization. Zbl 1522.90106
Traoré, Cheik; Salzo, Saverio; Villa, Silvia
1
2023
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak-Łojasiewicz condition. Zbl 1504.90098
Apidopoulos, Vassilis; Ginatta, Nicolò; Villa, Silvia
1
2022
Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry. Zbl 1512.90166
Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
11
2023
Zeroth-order optimization with orthogonal random directions. Zbl 1518.90127
Kozak, David; Molinari, Cesare; Rosasco, Lorenzo; Tenorio, Luis; Villa, Silvia
5
2023
Implicit regularization with strongly convex bias: stability and acceleration. Zbl 1512.90173
Villa, Silvia; Matet, Simon; Vũ, Bằng Công; Rosasco, Lorenzo
1
2023
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization. Zbl 1522.90106
Traoré, Cheik; Salzo, Saverio; Villa, Silvia
1
2023
Parallel random block-coordinate forward-backward algorithm: a unified convergence analysis. Zbl 1487.65068
Salzo, Saverio; Villa, Silvia
5
2022
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak-Łojasiewicz condition. Zbl 1504.90098
Apidopoulos, Vassilis; Ginatta, Nicolò; Villa, Silvia
1
2022
Accelerated iterative regularization via dual diagonal descent. Zbl 1461.90093
Calatroni, Luca; Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
4
2021
Proximal gradient methods for machine learning and imaging. Zbl 07471339
Salzo, Saverio; Villa, Silvia
1
2021
Convergence of stochastic proximal gradient algorithm. Zbl 1465.90101
Rosasco, Lorenzo; Villa, Silvia; Vũ, Bằng Công
33
2020
Thresholding gradient methods in Hilbert spaces: support identification and linear convergence. Zbl 07198291
Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
6
2020
Regularized learning schemes in feature Banach spaces. Zbl 1378.62015
Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
14
2018
Iterative regularization via dual diagonal descent. Zbl 1425.94013
Garrigos, Guillaume; Rosasco, Lorenzo; Villa, Silvia
13
2018
Consistent learning by composite proximal thresholding. Zbl 1386.68126
Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
12
2018
Modified Fejér sequences and applications. Zbl 1427.90267
Lin, Junhong; Rosasco, Lorenzo; Villa, Silvia; Zhou, Ding-Xuan
8
2018
A first-order stochastic primal-dual algorithm with correction step. Zbl 1369.47074
Rosasco, Lorenzo; Villa, Silvia; Vũ, Bang Công
8
2017
Stochastic forward-backward splitting for monotone inclusions. Zbl 06586792
Rosasco, Lorenzo; Villa, Silvia; Vũ, Bang Công
16
2016
A stochastic inertial forward-backward splitting algorithm for multivariate monotone inclusions. Zbl 06587813
Rosasco, Lorenzo; Villa, Silvia; Vũ, Băng Công
12
2016
Proximal methods for the latent group lasso penalty. Zbl 1305.90388
Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro
12
2014
A continuous time Bayesian network classifier for intraday FX prediction. Zbl 1402.91818
Villa, S.; Stella, F.
1
2014
Accelerated and inexact forward-backward algorithms. Zbl 1295.90049
Villa, Silvia; Salzo, Saverio; Baldassarre, Luca; Verri, Alessandro
101
2013
Nonparametric sparsity and regularization. Zbl 1317.68183
Rosasco, Lorenzo; Villa, Silvia; Mosci, Sofia; Santoro, Matteo; Verri, Alessandro
39
2013
An extension of Mercer theorem to matrix-valued measurable kernels. Zbl 1283.46018
De Vito, Ernesto; Umanità, Veronica; Villa, Silvia
9
2013
Inexact and accelerated proximal point algorithms. Zbl 1283.90030
Salzo, Saverio; Villa, Silvia
47
2012
Convergence analysis of a proximal Gauss-Newton method. Zbl 1282.90236
Salzo, Saverio; Villa, Silvia
11
2012
Consistency of learning algorithms using Attouch-Wets convergence. Zbl 1236.93157
Villa, S.; Rosasco, L.; Mosci, S.; Verri, A.
1
2012
A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization. Zbl 1230.68166
De Vito, Ernesto; Umanità, Veronica; Villa, Silvia
4
2011
Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions. Zbl 1213.47011
Umanità, Veronica; Villa, Silvia
3
2010
Generic well posedness in linear programming. Zbl 1162.49034
Lucchetti, Roberto; Radrizzani, Paola; Villa, Silvia
2
2008
On the regularization of sliding modes. Zbl 1143.93010
Levaggi, Laura; Villa, Silvia
6
2007
all cited Publications top 5 cited Publications
all top 5

Cited by 541 Authors

17 Villa, Silvia
16 Attouch, Hedy
12 Rosasco, Lorenzo A.
11 Combettes, Patrick L.
10 Bonettini, Silvia
9 Vũ, Bằng Công
8 Rebegoldi, Simone
8 Salzo, Saverio
7 Prato, Marco
6 Chbani, Zaki
5 Cabot, Alexandre
5 Chambolle, Antonin
5 Dossal, Charles
5 Necoara, Ion
5 Riahi, Hassan
4 Aujol, Jean-François
4 Bai, Erwei
4 Calatroni, Luca
4 Patrascu, Andrei-Tudor
4 Pesquet, Jean-Christophe
4 Peypouquet, Juan
4 Ruggiero, Valeria
4 Shanbhag, Uday V.
4 Sheng, Baohuai
4 Zhou, Dingxuan
3 Bello Cruz, Yunier Y.
3 Bianchi, Pascal
3 Boţ, Radu Ioan
3 Cheng, Changming
3 Chouzenoux, Emilie
3 Ferreira, Orizon Pereira
3 Garrigos, Guillaume
3 Glaudin, Lilian E.
3 Hachem, Walid
3 He, Xin
3 Kong, Dezhou
3 Lei, Yunwen
3 Molinari, Cesare
3 Prudente, Leandro F.
3 Rondepierre, Aude
3 Trillos, Nicolás García
3 Unser, Michael A.
3 Wang, Junhui
3 Zhang, Haizhang
3 Zhang, Xiaoqun
2 Adly, Samir
2 Aguiar, A. A.
2 Bach, Francis R.
2 Barré, Mathieu
2 Benning, Martin
2 Bolte, Jérôme
2 Bonacker, Esther
2 Borghi, Giacomo
2 Bui, Minh N.
2 Cai, Xingju
2 Calder, Jeff
2 Cevher, Volkan
2 Cui, Shisheng
2 De Vito, Ernesto
2 Díaz Millán, R.
2 Doikov, Nikita
2 Fadili, Jalal M.
2 Gibali, Aviv
2 Goberna, Miguel Angel
2 Gonçalves, Max L. N.
2 Han, Bo
2 Han, Deren
2 Herty, Michael Matthias
2 Hien, Le Thi Khanh
2 Irofti, Paul
2 Jiang, Fan
2 Kang, Myeongmin
2 Küfer, Karl-Heinz
2 Kungurtsev, Vyacheslav
2 Lan, Guanghui
2 Lee, Ching-Pei
2 Lei, Jinlong
2 Li, Guoyin
2 Lin, Shaobo
2 Liu, Lishan
2 Loris, Ignace
2 Lv, Shaogao
2 Maingé, Paul-Emile
2 Nesterov, Yurii
2 Neumayer, Sebastian
2 Nghia, Tran Thai An
2 Nguyen, Van-Dung
2 Pareschi, Lorenzo
2 Park, Beomjin
2 Park, Changyi
2 Pauwels, Edouard Jean Robert
2 Pock, Thomas
2 Porta, Federica
2 Rasch, Julian
2 Salim, Adil
2 Staudigl, Mathias
2 Sun, Tao
2 Taylor, Adrien B.
2 Toh, Kim Chuan
2 Tudisco, Francesco
...and 441 more Authors
all top 5

Cited in 92 Serials

32 SIAM Journal on Optimization
28 Computational Optimization and Applications
19 Journal of Optimization Theory and Applications
19 Mathematical Programming. Series A. Series B
10 Optimization
9 Journal of Machine Learning Research (JMLR)
8 Automatica
8 Analysis and Applications (Singapore)
8 SIAM Journal on Imaging Sciences
6 Applied Mathematics and Optimization
6 Journal of Scientific Computing
6 Numerical Algorithms
6 Optimization Letters
5 Journal of Mathematical Imaging and Vision
4 Journal of Complexity
4 SIAM Journal on Scientific Computing
4 Optimization Methods & Software
4 International Journal of Wavelets, Multiresolution and Information Processing
4 Electronic Journal of Statistics
4 Set-Valued and Variational Analysis
3 Inverse Problems
3 Applied Mathematics and Computation
3 Journal of Computational and Applied Mathematics
3 Neural Computation
3 Pattern Recognition
3 Journal of Inverse and Ill-Posed Problems
3 Journal of Convex Analysis
2 Journal of the American Statistical Association
2 Journal of Multivariate Analysis
2 Numerical Functional Analysis and Optimization
2 Applied Numerical Mathematics
2 Statistical Science
2 Journal of Global Optimization
2 Computational Statistics and Data Analysis
2 Applied and Computational Harmonic Analysis
2 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
2 Acta Numerica
2 Statistics and Computing
2 Journal of the Operations Research Society of China
2 Evolution Equations and Control Theory
2 OJMO. Open Journal of Mathematical Optimization
1 Communications in Mathematical Physics
1 International Journal of Systems Science
1 Mathematical Methods in the Applied Sciences
1 Annals of the Institute of Statistical Mathematics
1 Biometrics
1 Mathematics and Computers in Simulation
1 Mathematics of Operations Research
1 Numerische Mathematik
1 Proceedings of the American Mathematical Society
1 SIAM Journal on Control and Optimization
1 Mathematica Numerica Sinica
1 Systems & Control Letters
1 Acta Mathematicae Applicatae Sinica
1 Chinese Annals of Mathematics. Series B
1 Probability Theory and Related Fields
1 Constructive Approximation
1 Applied Mathematics Letters
1 Neural Networks
1 European Journal of Operational Research
1 SIAM Journal on Applied Mathematics
1 SIAM Journal on Mathematical Analysis
1 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
1 International Journal of Computer Vision
1 Statistica Sinica
1 Advances in Computational Mathematics
1 Bernoulli
1 INFORMS Journal on Computing
1 Journal of Nonparametric Statistics
1 Vietnam Journal of Mathematics
1 Journal of the European Mathematical Society (JEMS)
1 Optimization and Engineering
1 Nonlinear Analysis. Real World Applications
1 Foundations of Computational Mathematics
1 SIAM Journal on Applied Dynamical Systems
1 Fixed Point Theory and Applications
1 Inverse Problems and Imaging
1 Mathematical Programming Computation
1 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM
1 Symmetry
1 Sankhyā. Series B
1 Stochastic Systems
1 EURO Journal on Computational Optimization
1 Journal of Dynamics and Games
1 Advances in Nonlinear Analysis
1 SIAM/ASA Journal on Uncertainty Quantification
1 International Journal of Applied and Computational Mathematics
1 Statistics in Medicine
1 Journal of Nonlinear and Variational Analysis
1 Mathematical Foundations of Computing
1 Communications on Applied Mathematics and Computation
1 SIAM Journal on Mathematics of Data Science
all top 5

Cited in 28 Fields

193 Operations research, mathematical programming (90-XX)
130 Numerical analysis (65-XX)
70 Computer science (68-XX)
55 Calculus of variations and optimal control; optimization (49-XX)
51 Statistics (62-XX)
37 Operator theory (47-XX)
25 Functional analysis (46-XX)
16 Information and communication theory, circuits (94-XX)
13 Partial differential equations (35-XX)
13 Systems theory; control (93-XX)
12 Probability theory and stochastic processes (60-XX)
11 Dynamical systems and ergodic theory (37-XX)
8 Ordinary differential equations (34-XX)
7 Approximations and expansions (41-XX)
7 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
6 Linear and multilinear algebra; matrix theory (15-XX)
3 Biology and other natural sciences (92-XX)
2 General and overarching topics; collections (00-XX)
2 Combinatorics (05-XX)
2 Order, lattices, ordered algebraic structures (06-XX)
2 Global analysis, analysis on manifolds (58-XX)
2 Optics, electromagnetic theory (78-XX)
1 Real functions (26-XX)
1 Measure and integration (28-XX)
1 Functions of a complex variable (30-XX)
1 General topology (54-XX)
1 Mechanics of particles and systems (70-XX)
1 Fluid mechanics (76-XX)

Citations by Year