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Author ID: poggio.tomaso-a Recent zbMATH articles by "Poggio, Tomaso A."
Published as: Poggio, Tomaso; Poggio, T.; Poggio, Tomaso A.
External Links: MGP · Wikidata · GND · IdRef
all top 5

Co-Authors

2 single-authored
5 Rosasco, Lorenzo A.
4 Mukherjee, Sayan
4 Pontil, Massimiliano
3 Evgeniou, Theodoros
3 Koch, Christof
3 Mhaskar, Hrushikesh N.
3 Riesenhuber, Maximilian
3 Rifkin, Ryan M.
3 Smale, Steve
2 Anselmi, Fabio
2 Banburski, Andrzej
2 Giese, Martin A.
2 Girosi, Federico
2 Heisele, Bernd
2 Palm, Günther
2 Rangamani, Akshay
2 Serre, Thomas
2 Torre, Vincent
2 Verri, Alessandro
2 Yuille, Alan L.
1 Albrecht, Duane G.
1 Alford, Simon
1 Angelo, Michael
1 Arbib, Michael A.
1 Bach, Francis R.
1 Barlow, Horace Basil
1 Borsellino, Antonio
1 Bouvrie, Jake
1 Brunelli, Roberto
1 Bülthoff, Heinrich H.
1 Caponnetto, Andrea
1 Chin, John
1 Chin, Peter
1 Dandekar, Sylee
1 de Valois, Russell L.
1 Edelman, Shimon
1 Eimas, P. D.
1 Ezzat, Tony
1 Fahle, Manfred
1 Freedman, David J.
1 Gamble, E. B.
1 Gandhi, Anshula
1 Ginsburg, A. P.
1 Golub, Todd R.
1 Itti, Laurent
1 Julesz, Bela
1 Knoblich, Ulf
1 Kouh, Minjoon
1 Kumar, Vinay P.
1 Lander, Eric Steven
1 Lawden, M.
1 Lee, Seongwhan
1 Leibo, Joel Z.
1 Liao, Qianli
1 Little, James J.
1 Louie, Jennifer
1 Marr, D.
1 Marroquin, Jose Luis
1 Mesirov, Jill P.
1 Miller, Earl K.
1 Mutch, Jim
1 Nakajima, Chikahito
1 Nayar, Shree K.
1 Nishihara, H. K.
1 Niyogi, Partha
1 Papageorgiou, Constantine
1 Prentice, Sam
1 Rakhlin, Alexander
1 Ramaswamy, Sridhar
1 Reich, Michael
1 Tacchetti, Andrea
1 Tamayo, Pablo
1 Uttal, W. R.
1 Villa, Silvia
1 Voorhees, H.
1 Wallraven, Christian
1 Walther, Dirk
1 Wang, Tony
1 Yeang, Chen-Hsiang
1 Yu, Angela J.

Publications by Year

Citations contained in zbMATH Open

41 Publications have been cited 919 times in 766 Documents Cited by Year
Regularization algorithms for learning that are equivalent to multilayer networks. Zbl 1226.92005
Poggio, T.; Girosi, F.
239
1990
Regularization networks and support vector machines. Zbl 0939.68098
Evgeniou, Theodoros; Pontil, Massimiliano; Poggio, Tomaso
211
2000
Networks and the best approximation property. Zbl 0714.94029
Girosi, F.; Poggio, T.
67
1990
Deep vs. shallow networks: an approximation theory perspective. Zbl 1355.68233
Mhaskar, H. N.; Poggio, T.
57
2016
The mathematics of learning: dealing with data. Zbl 1083.68100
Poggio, Tomaso; Smale, Steve
56
2003
Probabilistic solution of ill-posed problems in computational vision. Zbl 0641.65100
Marroquin, J.; Mitter, S.; Poggio, T.
25
1987
On optimal nonlinear associative recall. Zbl 0321.94001
Poggio, T.
24
1975
Scaling theorems for zero crossings. Zbl 0575.94001
Yuille, Alan L.; Poggio, Tomaso A.
22
1986
Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization. Zbl 1099.68693
Mukherjee, Sayan; Niyogi, Partha; Poggio, Tomaso; Rifkin, Ryan
20
2006
The Volterra representation and the Wiener expansion: Validity and pitfalls. Zbl 0372.93023
Palm, G.; Poggio, T.
19
1977
A trainable system for object detection. Zbl 1012.68680
Papageorgiou, Constantine; Poggio, Tomaso
15
2000
Ill-posed problems in early vision: from computational theory to analogue networks. Zbl 0587.65085
Poggio, T.; Koch, C.
14
1985
A regularized solution to edge detection. Zbl 0646.68100
Poggio, T.; Voorhees, H.; Yuille, A.
13
1988
A canonical neural circuit for cortical nonlinear operations. Zbl 1137.92302
Kouh, Minjoon; Poggio, Tomaso
10
2008
Convolution and correlation algebras. Zbl 0281.92002
Borsellino, A.; Poggio, T.
10
1973
Biophysiologically plausible implementations of the maximum operation. Zbl 1079.92506
Yu, Angela J.; Giese, Martin A.; Poggio, Tomaso A.
10
2002
Stochastic identification methods for nonlinear systems: An extension of the Wiener theory. Zbl 0383.93046
Palm, G.; Poggio, T.
10
1978
A Volterra representation for some neuron models. Zbl 0396.92006
Poggio, T.; Torre, V.
9
1977
Stability results in learning theory. Zbl 1101.68621
Rakhlin, Alexander; Mukherjee, Sayan; Poggio, Tomaso
9
2005
On invariance and selectivity in representation learning. Zbl 1426.68233
Anselmi, Fabio; Rosasco, Lorenzo; Poggio, Tomaso
8
2016
Theoretical issues in deep networks. Zbl 1485.68235
Poggio, Tomaso; Banburski, Andrzej; Liao, Qianli
7
2020
Mathematics of the neural response. Zbl 1185.68813
Smale, S.; Rosasco, L.; Bouvrie, J.; Caponnetto, A.; Poggio, T.
7
2010
Regularization and statistical learning theory for data analysis. Zbl 1072.62642
Evgeniou, Theodoros; Poggio, Tomaso; Pontil, Massimiliano; Verri, Alessandro
6
2002
Statistical learning theory: A primer. Zbl 1012.68685
Evgeniou, Theodoros; Pontil, Massimiliano; Poggio, Tomaso
6
2000
A new approach to synaptic interactions. Zbl 0398.92015
Poggio, T.; Torre, V.
6
1978
Function approximation by deep networks. Zbl 1442.62215
Mhaskar, H. N.; Poggio, T.
6
2020
Unsupervised learning of invariant representations. Zbl 1342.68264
Anselmi, Fabio; Leibo, Joel Z.; Rosasco, Lorenzo; Mutch, Jim; Tacchetti, Andrea; Poggio, Tomaso
5
2016
An analytical method for multiclass molecular cancer classification. Zbl 1030.92017
Rifkin, Ryan; Mukherjee, Sayan; Tamayo, Pablo; Ramaswamy, Sridhar; Yeang, Chen-Hsiang; Angelo, Michael; Reich, Michael; Poggio, Tomaso; Lander, Eric S.; Golub, Todd R.; Mesirov, Jill P.
5
2003
Hierarchical classification and feature reduction for fast face detection with support vector machines. Zbl 1045.68116
Heisele, Bernd; Serre, Thomas; Prentice, Sam; Poggio, Tomaso
4
2003
Hyper BF networks for real object recognition. Zbl 0756.68094
Brunelli, R.; Poggio, T.
3
1991
On the representation of multi-input systems: Computational properties of polynomial algorithms. Zbl 0465.68032
Poggio, T.; Reichardt, W.
3
1980
Regression and classification with regularization. Zbl 1142.62371
Mukherjee, Sayan; Rifkin, Ryan; Poggio, Tomaso
2
2003
Parallel integration of vision modules. Zbl 1226.68093
Poggio, T.; Gamble, E. B.; Little, J. J.
2
1988
An analysis of training and generalization errors in shallow and deep networks. Zbl 1434.68513
Mhaskar, H. N.; Poggio, T.
2
2020
Early visual learning. Zbl 0847.68003
1
1996
Networks that learn and how the brain works. Zbl 1067.68590
Poggio, Tomaso
1
1997
Visual fixation and tracking by flies: Mathematical properties of simple control systems. Zbl 0464.92006
Poggio, T.; Reichardt, W.
1
1981
Morphable models for the analysis and synthesis of complex motion patterns. Zbl 1012.68683
Giese, Martin A.; Poggio, Tomaso
1
2000
Full-body person recognition system. Zbl 1045.68118
Nakajima, Chikahito; Pontil, Massimiliano; Heisele, Bernd; Poggio, Tomaso
1
2003
Attentional selection for object recognition – A gentle way. Zbl 1033.68929
Walther, Dirk; Itti, Laurent; Riesenhuber, Maximilian; Poggio, Tomaso; Koch, Christof
1
2002
The mathematics of learning: dealing with data. Zbl 1083.68589
Poggio, T.; Smale, S.
1
2005
Theoretical issues in deep networks. Zbl 1485.68235
Poggio, Tomaso; Banburski, Andrzej; Liao, Qianli
7
2020
Function approximation by deep networks. Zbl 1442.62215
Mhaskar, H. N.; Poggio, T.
6
2020
An analysis of training and generalization errors in shallow and deep networks. Zbl 1434.68513
Mhaskar, H. N.; Poggio, T.
2
2020
Deep vs. shallow networks: an approximation theory perspective. Zbl 1355.68233
Mhaskar, H. N.; Poggio, T.
57
2016
On invariance and selectivity in representation learning. Zbl 1426.68233
Anselmi, Fabio; Rosasco, Lorenzo; Poggio, Tomaso
8
2016
Unsupervised learning of invariant representations. Zbl 1342.68264
Anselmi, Fabio; Leibo, Joel Z.; Rosasco, Lorenzo; Mutch, Jim; Tacchetti, Andrea; Poggio, Tomaso
5
2016
Mathematics of the neural response. Zbl 1185.68813
Smale, S.; Rosasco, L.; Bouvrie, J.; Caponnetto, A.; Poggio, T.
7
2010
A canonical neural circuit for cortical nonlinear operations. Zbl 1137.92302
Kouh, Minjoon; Poggio, Tomaso
10
2008
Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization. Zbl 1099.68693
Mukherjee, Sayan; Niyogi, Partha; Poggio, Tomaso; Rifkin, Ryan
20
2006
Stability results in learning theory. Zbl 1101.68621
Rakhlin, Alexander; Mukherjee, Sayan; Poggio, Tomaso
9
2005
The mathematics of learning: dealing with data. Zbl 1083.68589
Poggio, T.; Smale, S.
1
2005
The mathematics of learning: dealing with data. Zbl 1083.68100
Poggio, Tomaso; Smale, Steve
56
2003
An analytical method for multiclass molecular cancer classification. Zbl 1030.92017
Rifkin, Ryan; Mukherjee, Sayan; Tamayo, Pablo; Ramaswamy, Sridhar; Yeang, Chen-Hsiang; Angelo, Michael; Reich, Michael; Poggio, Tomaso; Lander, Eric S.; Golub, Todd R.; Mesirov, Jill P.
5
2003
Hierarchical classification and feature reduction for fast face detection with support vector machines. Zbl 1045.68116
Heisele, Bernd; Serre, Thomas; Prentice, Sam; Poggio, Tomaso
4
2003
Regression and classification with regularization. Zbl 1142.62371
Mukherjee, Sayan; Rifkin, Ryan; Poggio, Tomaso
2
2003
Full-body person recognition system. Zbl 1045.68118
Nakajima, Chikahito; Pontil, Massimiliano; Heisele, Bernd; Poggio, Tomaso
1
2003
Biophysiologically plausible implementations of the maximum operation. Zbl 1079.92506
Yu, Angela J.; Giese, Martin A.; Poggio, Tomaso A.
10
2002
Regularization and statistical learning theory for data analysis. Zbl 1072.62642
Evgeniou, Theodoros; Poggio, Tomaso; Pontil, Massimiliano; Verri, Alessandro
6
2002
Attentional selection for object recognition – A gentle way. Zbl 1033.68929
Walther, Dirk; Itti, Laurent; Riesenhuber, Maximilian; Poggio, Tomaso; Koch, Christof
1
2002
Regularization networks and support vector machines. Zbl 0939.68098
Evgeniou, Theodoros; Pontil, Massimiliano; Poggio, Tomaso
211
2000
A trainable system for object detection. Zbl 1012.68680
Papageorgiou, Constantine; Poggio, Tomaso
15
2000
Statistical learning theory: A primer. Zbl 1012.68685
Evgeniou, Theodoros; Pontil, Massimiliano; Poggio, Tomaso
6
2000
Morphable models for the analysis and synthesis of complex motion patterns. Zbl 1012.68683
Giese, Martin A.; Poggio, Tomaso
1
2000
Networks that learn and how the brain works. Zbl 1067.68590
Poggio, Tomaso
1
1997
Early visual learning. Zbl 0847.68003
1
1996
Hyper BF networks for real object recognition. Zbl 0756.68094
Brunelli, R.; Poggio, T.
3
1991
Regularization algorithms for learning that are equivalent to multilayer networks. Zbl 1226.92005
Poggio, T.; Girosi, F.
239
1990
Networks and the best approximation property. Zbl 0714.94029
Girosi, F.; Poggio, T.
67
1990
A regularized solution to edge detection. Zbl 0646.68100
Poggio, T.; Voorhees, H.; Yuille, A.
13
1988
Parallel integration of vision modules. Zbl 1226.68093
Poggio, T.; Gamble, E. B.; Little, J. J.
2
1988
Probabilistic solution of ill-posed problems in computational vision. Zbl 0641.65100
Marroquin, J.; Mitter, S.; Poggio, T.
25
1987
Scaling theorems for zero crossings. Zbl 0575.94001
Yuille, Alan L.; Poggio, Tomaso A.
22
1986
Ill-posed problems in early vision: from computational theory to analogue networks. Zbl 0587.65085
Poggio, T.; Koch, C.
14
1985
Visual fixation and tracking by flies: Mathematical properties of simple control systems. Zbl 0464.92006
Poggio, T.; Reichardt, W.
1
1981
On the representation of multi-input systems: Computational properties of polynomial algorithms. Zbl 0465.68032
Poggio, T.; Reichardt, W.
3
1980
Stochastic identification methods for nonlinear systems: An extension of the Wiener theory. Zbl 0383.93046
Palm, G.; Poggio, T.
10
1978
A new approach to synaptic interactions. Zbl 0398.92015
Poggio, T.; Torre, V.
6
1978
The Volterra representation and the Wiener expansion: Validity and pitfalls. Zbl 0372.93023
Palm, G.; Poggio, T.
19
1977
A Volterra representation for some neuron models. Zbl 0396.92006
Poggio, T.; Torre, V.
9
1977
On optimal nonlinear associative recall. Zbl 0321.94001
Poggio, T.
24
1975
Convolution and correlation algebras. Zbl 0281.92002
Borsellino, A.; Poggio, T.
10
1973
all top 5

Cited by 1,383 Authors

24 Zhou, Dingxuan
21 Pillonetto, Gianluigi
17 Sun, Hongwei
15 Poggio, Tomaso A.
12 Mhaskar, Hrushikesh N.
12 Rosasco, Lorenzo A.
12 Wu, Qiang
10 Chen, Dirong
9 Tong, Hongzhi
8 De Vito, Ernesto
8 Sanguineti, Marcello
8 Smale, Steve
8 Suykens, Johan A. K.
8 Zhang, Haizhang
7 Gnecco, Giorgio
7 Kalaba, Robert E.
7 Sheng, Baohuai
6 Costarelli, Danilo
6 Karniadakis, George Em
6 Lin, Shaobo
6 Pereverzev, Sergei V.
6 Vinti, Gianluca
6 Xiang, Dao-Hong
5 Caponnetto, Andrea
5 Unser, Michael A.
5 Zou, Bin
4 Cancelliere, Rossella
4 Chiuso, Alessandro
4 De Nicolao, Giuseppe
4 Gori, Marco
4 Jentzen, Arnulf
4 Koenderink, Jan J.
4 Kryzhanovsky, Boris
4 Kůrková, Věra
4 Li, Xin
4 Lindeberg, Tony
4 Ljung, Lennart
4 Lv, Shaogao
4 Meade, Andrew J. jun.
4 Pahikkala, Tapio
4 Raissi, Maziar
4 Shi, Lei
4 Skowron, Andrzej
4 Toh, Kar-Ann
4 Xiao, Quanwu
4 Xu, Jie
4 Yang, Fenghong
3 Airola, Antti
3 Aravkin, Aleksandr Y.
3 Bertsimas, Dimitris John
3 Bottegal, Giulio
3 Chen, Songcan
3 Chen, Tianshi
3 Chui, Charles Kam-tai
3 Daubechies, Ingrid Chantal
3 De Moor, Bart L. R.
3 Gai, Mario
3 Grohs, Philipp
3 Han, Fei
3 Hjalmarsson, Håkan
3 Juditsky, Anatoli B.
3 Kagiwada, Harriet H.
3 Kohler, Michael
3 Kutyniok, Gitta
3 Li, Luoqing
3 Moore, James E. II
3 Mukherjee, Sayan
3 Palm, Günther
3 Pieczynski, Wojciech
3 Pontil, Massimiliano
3 Schölkopf, Bernhard
3 Sivananthan, Sivalingam
3 Sjöberg, Jonas
3 Timofeeva, Yulia
3 Verri, Alessandro
3 Villa, Silvia
3 von der Malsburg, Christoph
3 Wang, Hong
3 Wang, Jianli
3 Wang, Rui
3 Xu, Yongli
3 Xu, Yuesheng
3 Ye, Gui-Bo
3 Ying, Yiming
2 Agamennoni, Osvaldo E.
2 Akbilgic, Oguz
2 Anderson, Charles W.
2 Anselmi, Fabio
2 Arndt, Petra A.
2 Aziznejad, Shayan
2 Barto, Andrew G.
2 Beghi, Luigi
2 Bengio, Yoshua
2 Benveniste, Albert
2 Billings, Stephen A.
2 Bisiacco, Mauro
2 Boberg, Jorma
2 Boucheron, Stéphane Vincent
2 Bousquet, Olivier
2 Bouvrie, Jake
...and 1,283 more Authors
all top 5

Cited in 205 Serials

49 Biological Cybernetics
41 Neural Computation
36 Automatica
33 Neural Networks
31 Pattern Recognition
20 Analysis and Applications (Singapore)
19 Applied and Computational Harmonic Analysis
18 Journal of Complexity
18 Machine Learning
17 Applied Mathematics and Computation
17 Journal of Machine Learning Research (JMLR)
15 Advances in Computational Mathematics
14 Mathematical and Computer Modelling
13 Information Sciences
12 Journal of Mathematical Imaging and Vision
11 International Journal of Wavelets, Multiresolution and Information Processing
9 Journal of Approximation Theory
8 Computers & Mathematics with Applications
8 Fuzzy Sets and Systems
8 Journal of Computational and Applied Mathematics
7 Journal of Mathematical Analysis and Applications
7 The Annals of Statistics
7 Computational Statistics and Data Analysis
7 International Journal of Computer Vision
7 Foundations of Computational Mathematics
6 International Journal of Systems Science
6 Journal of the Franklin Institute
6 Journal of Mathematical Psychology
6 Constructive Approximation
5 International Journal of Control
5 Journal of Computational Physics
5 Journal of Statistical Planning and Inference
5 Physica D
4 Applicable Analysis
4 Journal of Multivariate Analysis
4 Statistical Science
4 Computational Mechanics
4 Journal of Global Optimization
4 International Journal of Computer Mathematics
4 Journal of Computational Neuroscience
4 Mathematical Problems in Engineering
4 SIAM Journal on Mathematics of Data Science
3 Artificial Intelligence
3 Mathematical Biosciences
3 Mathematics of Computation
3 Mathematics and Computers in Simulation
3 Operations Research
3 SIAM Journal on Control and Optimization
3 Theoretical Computer Science
3 Acta Applicandae Mathematicae
3 International Journal of Approximate Reasoning
3 Multidimensional Systems and Signal Processing
3 Computational Statistics
3 Applied Mathematical Modelling
3 Communications in Statistics. Simulation and Computation
3 European Journal of Operational Research
3 Proceedings of the National Academy of Sciences of the United States of America
3 Computational Optimization and Applications
3 SIAM Journal on Scientific Computing
3 The Journal of Fourier Analysis and Applications
3 Abstract and Applied Analysis
3 Computational Biology and Chemistry
3 Oberwolfach Reports
3 The Journal of Mathematical Neuroscience
2 Computer Methods in Applied Mechanics and Engineering
2 Physics Reports
2 Journal of Computer and System Sciences
2 Numerische Mathematik
2 Results in Mathematics
2 Systems & Control Letters
2 International Journal of Production Research
2 Econometric Reviews
2 Computers & Operations Research
2 Science in China. Series A
2 Annals of Operations Research
2 Journal of Statistical Computation and Simulation
2 Bulletin of the American Mathematical Society. New Series
2 Mathematical Programming. Series A. Series B
2 Advances in Engineering Software
2 Cybernetics and Systems Analysis
2 Annals of Mathematics and Artificial Intelligence
2 Complexity
2 Engineering Analysis with Boundary Elements
2 INFORMS Journal on Computing
2 Journal of Nonparametric Statistics
2 European Journal of Control
2 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
2 Soft Computing
2 Acta Mathematica Sinica. English Series
2 Communications in Nonlinear Science and Numerical Simulation
2 Sādhanā
2 Communications on Pure and Applied Analysis
2 Mediterranean Journal of Mathematics
2 Acta Numerica
2 Computational Management Science
2 EURASIP Journal on Advances in Signal Processing
2 Statistics and Computing
2 International Journal of Systems Science. Principles and Applications of Systems and Integration
1 Archive for Rational Mechanics and Analysis
1 Computer Physics Communications
...and 105 more Serials
all top 5

Cited in 51 Fields

446 Computer science (68-XX)
196 Statistics (62-XX)
126 Biology and other natural sciences (92-XX)
115 Systems theory; control (93-XX)
110 Numerical analysis (65-XX)
73 Approximations and expansions (41-XX)
57 Information and communication theory, circuits (94-XX)
52 Operations research, mathematical programming (90-XX)
37 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
36 Functional analysis (46-XX)
28 Probability theory and stochastic processes (60-XX)
26 Harmonic analysis on Euclidean spaces (42-XX)
20 Operator theory (47-XX)
16 Dynamical systems and ergodic theory (37-XX)
15 Partial differential equations (35-XX)
12 Calculus of variations and optimal control; optimization (49-XX)
11 Statistical mechanics, structure of matter (82-XX)
9 Linear and multilinear algebra; matrix theory (15-XX)
8 Ordinary differential equations (34-XX)
8 Mechanics of deformable solids (74-XX)
6 Mathematical logic and foundations (03-XX)
6 Integral equations (45-XX)
6 Fluid mechanics (76-XX)
4 General and overarching topics; collections (00-XX)
4 Real functions (26-XX)
4 Differential geometry (53-XX)
3 Functions of a complex variable (30-XX)
3 Algebraic topology (55-XX)
2 Combinatorics (05-XX)
2 Group theory and generalizations (20-XX)
2 Topological groups, Lie groups (22-XX)
2 Potential theory (31-XX)
2 Special functions (33-XX)
2 Difference and functional equations (39-XX)
2 Convex and discrete geometry (52-XX)
2 Global analysis, analysis on manifolds (58-XX)
2 Optics, electromagnetic theory (78-XX)
2 Quantum theory (81-XX)
2 Geophysics (86-XX)
1 Commutative algebra (13-XX)
1 Algebraic geometry (14-XX)
1 Nonassociative rings and algebras (17-XX)
1 Measure and integration (28-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Integral transforms, operational calculus (44-XX)
1 General topology (54-XX)
1 Manifolds and cell complexes (57-XX)
1 Mechanics of particles and systems (70-XX)
1 Classical thermodynamics, heat transfer (80-XX)
1 Astronomy and astrophysics (85-XX)
1 Mathematics education (97-XX)

Citations by Year

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