Alessandro Verri

Grzegorz Zycinski, Annalisa Barla, Margherita Squillario, Tiziana Sanavia, Barbara Di Camillo, Alessandro Verri: Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data. Source Code for Biology and Medicine 8: 2 (2013)

Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri: Multi-output learning via spectral filtering. Machine Learning 87(3): 259-301 (2012)

Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri: Nonparametric sparsity and regularization. CoRR abs/1208.2572 (2012)

Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri: Proximal methods for the latent group lasso penalty. CoRR abs/1209.0368 (2012)

Nicola Rebagliati, Alessandro Verri: Spectral clustering with more than K eigenvectors. Neurocomputing 74(9): 1391-1401 (2011)

Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa: PADDLE: Proximal Algorithm for Dual Dictionaries LEarning. ICANN (1) 2011: 379-386

Gabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri: DCE-MRI Analysis Using Sparse Adaptive Representations. MLMI 2011: 67-74

Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa: A Regularization Approach to Nonlinear Variable Selection. Journal of Machine Learning Research - Proceedings Track 9: 653-660 (2010)

Luca Zini, Francesca Odone, Alessandro Verri, Piergiorgio Lanza, Alessandra Marcer: Relative Pose Estimation for Planetary Entry Descent Landing. ACCV Workshops (2) 2010: 255-264

Nicola Rebagliati, Alessandro Verri: A randomized algorithm for spectral clustering. ESANN 2010

Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco: A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups. NIPS 2010: 2604-2612

Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri: Vector Field Learning via Spectral Filtering. ECML/PKDD (1) 2010: 56-71

Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa: Solving Structured Sparsity Regularization with Proximal Methods. ECML/PKDD (2) 2010: 418-433

Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa: PADDLE: Proximal Algorithm for Dual Dictionaries LEarning. CoRR abs/1011.3728 (2010)

Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri: A Regularized Framework for Feature Selection in Face Detection and Authentication. International Journal of Computer Vision 83(2): 164-177 (2009)

Christine De Mol, Sofia Mosci, Magali Traskine, Alessandro Verri: A Regularized Method for Selecting Nested Groups of Relevant Genes from Microarray Data. Journal of Computational Biology 16(5): 677-690 (2009)

Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri: A Sparsity-Enforcing Method for Learning Face Features. IEEE Transactions on Image Processing 18(1): 188-201 (2009)

Curzio Basso, Matteo Santoro, Alessandro Verri, Mario Esposito: Segmentation of Inflamed Synovia in Multi-Modal 3D MRI. ISBI 2009: 229-232

L. Lo Gerfo, Lorenzo Rosasco, Francesca Odone, Ernesto De Vito, Alessandro Verri: Spectral Algorithms for Supervised Learning. Neural Computation 20(7): 1873-1897 (2008)

Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri: A method for robust variable selection with significance assessment. ESANN 2008: 83-88

Curzio Basso, Alessandro Verri: Fitting 3D morphable models using implicit representations. JVRB 4 (2007)

Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri: A Regularized Approach to Feature Selection for Face Detection. ACCV (2) 2007: 881-890

Augusto Destrero, Francesca Odone, Alessandro Verri: A system for face detection and tracking in unconstrained environments. AVSS 2007: 499-504

Curzio Basso, Alessandro Verri: Fitting 3D morphable models using implicit representations. GRAPP (GM/R) 2007: 45-52

Augusto Destrero, Francesca Odone, Alessandro Verri: A trainable system for face detection in unconstrained environments. ICIAP 2007: 407-412

Elisabetta Delponte, Nicoletta Noceti, Francesca Odone, Alessandro Verri: Appearance-based 3D object recognition with time-invariant features. ICIAP 2007: 467-474

Sofia Mosci, Lorenzo Rosasco, Alessandro Verri: Dimensionality reduction and generalization. ICML 2007: 657-664

Elisabetta Delponte, Nicoletta Noceti, Francesca Odone, Alessandro Verri: Spatio-temporal constraints for matching view-based descriptions of 3D objects. WIAMIS 2007: 25

Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri: SVD-matching using SIFT features. Graphical Models 68(5-6): 415-431 (2006)

Elisabetta Delponte, Elise Arnaud, Francesca Odone, Alessandro Verri: Analysis on a Local Approach to 3D Object Recognition. DAGM-Symposium 2006: 253-262

Elise Arnaud, Francesca Odone, Alessandro Verri: Trains of keypoints for 3D object recognition. ICPR (2) 2006: 1014-1017

Mohammad Reza Daliri, Elisabetta Delponte, Alessandro Verri, Vincent Torre: Shape Categorization Using String Kernels. SSPR/SPR 2006: 297-305

Francesco Camastra, Alessandro Verri: A Novel Kernel Method for Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 27(5): 801-804 (2005)

Francesca Odone, Annalisa Barla, Alessandro Verri: Building kernels from binary strings for image matching. IEEE Transactions on Image Processing 14(2): 169-180 (2005)

Francesco Isgrò, Francesca Odone, Alessandro Verri: An Open System for 3D Data Acquisition from Multiple Sensor. CAMP 2005: 52-57

Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri: Support vector algorithms as regularization networks. ESANN 2005: 595-600

Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri: Large Baseline Matching of Scale Invariant Features. ICIAP 2005: 794-801

Emanuele Franceschi, Francesca Odone, Fabrizio Smeraldi, Alessandro Verri: Feature selection with nonparametric statistics. ICIP (1) 2005: 325-328

Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri: Some Properties of Regularized Kernel Methods. Journal of Machine Learning Research 5: 1363-1390 (2004)

Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri: Are Loss Functions All the Same?. Neural Computation 16(5): 1063-107 (2004)

Francesco Camastra, Alessandro Verri: A Novel Kernel Method for Clustering. WIRN 2004: 245-250

Seong-Whan Lee, Alessandro Verri: Editorial: Support Vector Machines for Computer Vision and Pattern Recognition. IJPRAI 17(3): 331-332 (2003)

Emanuele Franceschi, Francesca Odone, Alessandro Verri: Statistical Learning Approaches with Application to Face Detection. Advanced Studies in Biometrics 2003: 91-104

Annalisa Barla, Francesca Odone, Alessandro Verri: Old fashioned state-of-the-art image classification. ICIAP 2003: 566-571

Annalisa Barla, Francesca Odone, Alessandro Verri: Histogram intersection kernel for image classification. ICIP (3) 2003: 513-516

M. Delato, Alberto Martelli, Maurizio Martelli, Viviana Mascardi, Alessandro Verri: A Multimedia, Multichannel, and Personalized News Provider. MIPS 2003: 388-399

Annalisa Barla, Francesca Odone, Alessandro Verri: Hausdorff Kernel for 3D Object Acquisition and Detection. ECCV (4) 2002: 20-33

Annalisa Barla, Emanuele Franceschi, Francesca Odone, Alessandro Verri: Image Kernels. SVM 2002: 83-96

Seong-Whan Lee, Alessandro Verri (Eds.): Pattern Recognition with Support Vector Machines, First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002, Proceedings. Lecture Notes in Computer Science 2388, Springer 2002, isbn 3-540-44016-X

Francesca Odone, Emanuele Trucco, Alessandro Verri: A Trainable System for Grading Fish from Images. Applied Artificial Intelligence 15(8): 735-745 (2001)

Francesca Odone, Alessandro Verri, Emanuele Trucco: A Flexible Algorithm for Image Matching. ICIAP 2001: 290-295

Francesca Odone, Emanuele Trucco, Alessandro Verri: General Purpose Matching of Grey Level Arbitrary Images. IWVF 2001: 573-582

Tomaso Poggio, Alessandro Verri: Introduction: Learning and Vision at CBCL. International Journal of Computer Vision 38(1): 5-7 (2000)

Massimiliano Pittore, Marco Campani, Alessandro Verri: Learning to Recognize Visual Dynamic Events from Examples. International Journal of Computer Vision 38(1): 35-44 (2000)

Andrea Fusiello, Emanuele Trucco, Alessandro Verri: A compact algorithm for rectification of stereo pairs. Mach. Vis. Appl. 12(1): 16-22 (2000)

Alessandro Verri, Emanuele Trucco: Finding the epipole from uncalibrated optical flow. Image Vision Comput. 17(8): 605-609 (1999)

Ryan M. Rifkin, Massimiliano Pontil, Alessandro Verri: A Note on Support Vector Machine Degeneracy. ALT 1999: 252-263

N. Barabino, M. Pallavicini, A. Petrolini, Massimiliano Pontil, Alessandro Verri: Support vector machines vs multi-layer perceptrons in particle identification. ESANN 1999: 257-262

Massimiliano Pittore, Curzio Basso, Alessandro Verri: epresenting and Recognizing Visual Dynamic Events with Support Vector Machines. ICIAP 1999: 18-

Emanuele Trucco, Alessandro Verri: Introductory techniques for 3-D computer vision. Prentice Hall 1998, isbn 978-0-13-261108-4, pp. I-XVII, 1-341

Massimiliano Pontil, Alessandro Verri: Properties of Support Vector Machines. Neural Computation 10(4): 955-974 (1998)

Massimiliano Pontil, Alessandro Verri: Support Vector Machines for 3D Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 20(6): 637-646 (1998)

Francesca Odone, Emanuele Trucco, Alessandro Verri: Visual Learning of Weight from Shape Using Support Vector Machines. BMVC 1998: 1-9

Massimiliano Pontil, Stefano Rogai, Alessandro Verri: Recognizing 3-D Objects with Linear Support Vector Machines. ECCV (2) 1998: 469-483

Alessandro Verri, Emanuele Trucco: Finding the Epipole from Uncalibrated Optical Flow. ICCV 1998: 987-991

Alessandro Verri: There Is More to Vision than Geometry - Reply to Pizlo, Rosenfeld, and Weiss. Computer Vision and Image Understanding 65(3): 439-441 (1997)

Claudio Uras, Alessandro Verri: Computing Size Functions from Edge Maps. International Journal of Computer Vision 23(2): 169-183 (1997)

Andrea Fusiello, Emanuele Trucco, Alessandro Verri: Rectification with unconstrained stereo geometry. BMVC 1997

Alessandro Verri, Emanuele Trucco: Finding the Epipole from Uncalibrated Optical Flow. BMVC 1997

Massimiliano Pontil, Alessandro Verri: Direct Aspect-Based 3D Object Recognition. ICIAP (2) 1997: 300-307

Alessandro Verri, Claudio Uras: Metric-topological approach to shape representation and recognition. Image Vision Comput. 14(3): 189-207 (1996)

Claudio Uras, Alessandro Verri: Sign Language Recognition: an Application of the Theory of Size Functions. BMVC 1995: 1-10

Alessandro Verri, Claudio Uras, Patrizio Frosini, Massimo Ferri: On the use of size functions for shape analysis. Biological Cybernetics 70(2): 99-107 (1993)

Alessandro Verri, Claudio Uras: Invariant Size Functions. Applications of Invariance in Computer Vision 1993: 215-234

Alessandra Rognone, Marco Campani, Alessandro Verri: Identifying multiple motions from optical flow. ECCV 1992: 258-266

Marco Campani, Alessandro Verri: Computing optical flow from an overconstrained system of linear algebraic equations. ICCV 1990: 22-26

Enrico De Micheli, Alessandro Verri, Sergio Uras: 3D Motion and Structure from Image Sequences. Modelling the Innovation 1990: 349-356

Alessandro Verri, Tomaso Poggio: Motion Field and Optical Flow: Qualitative Properties. IEEE Trans. Pattern Anal. Mach. Intell. 11(5): 490-498 (1989)

Alessandro Verri, Sergio Uras, Enrico De Micheli: Motion Segmentation from Optical Flow. Alvey Vision Conference 1989: 1-6