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2010 – today
- 2018
[j35]Chiara Martini, Annalisa Barla, Francesca Odone, Alessandro Verri, Alberto Cella, Gian Andrea Rollandi, Alberto Pilotto:
Data-Driven Continuous Assessment of Frailty in Older People. Front. Digital Humanities 2018 (2018)- [c64]Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri:
Latent Variable Time-varying Network Inference. KDD 2018: 2338-2346 - [c63]Federico Tomasi, Veronica Tozzo, Alessandro Verri, Saverio Salzo:
Forward-Backward Splitting for Time-Varying Graphical Models. PGM 2018: 475-486 - [c62]Chiara Martini, Nicoletta Noceti, Manuela Chessa, Annalisa Barla, Alberto Cella, Gian Andrea Rollandi, Alberto Pilotto, Alessandro Verri, Francesca Odone:
A Visual Computing Approach for Estimating the Motility Index in the Frail Elder. VISIGRAPP (5: VISAPP) 2018: 439-445 - [i6]Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri:
Latent variable time-varying network inference. CoRR abs/1802.03987 (2018) - 2017
- [c61]Samuele Fiorini, Chiara Martini, Davide Malpassi, Renzo Cordera, Davide Maggi, Alessandro Verri, Annalisa Barla:
Data-driven strategies for robust forecast of continuous glucose monitoring time-series. EMBC 2017: 1680-1683 - [c60]Samuele Fiorini, Alessandro Verri, Annalisa Barla, Andrea Tacchino, Giampaolo Brichetto:
Temporal prediction of multiple sclerosis evolution from patient-centered outcomes. MLHC 2017: 112-125 - 2016
- [i5]Samuele Fiorini, Andrea Tacchino, Giampaolo Brichetto, Alessandro Verri, Annalisa Barla:
A temporal model for multiple sclerosis course evolution. CoRR abs/1612.00615 (2016) - 2015
- [j34]Alessandra Staglianò, Nicoletta Noceti, Alessandro Verri, Francesca Odone:
Online Space-Variant Background Modeling With Sparse Coding. IEEE Trans. Image Processing 24(8): 2415-2428 (2015) - [c59]Samuele Fiorini, Alessandro Verri, Andrea Tacchino, Michela Ponzio, Giampaolo Brichetto, Annalisa Barla:
A machine learning pipeline for multiple sclerosis course detection from clinical scales and patient reported outcomes. EMBC 2015: 4443-4446 - [c58]Nicoletta Noceti, Alessandra Staglianò, Alessandro Verri, Francesca Odone:
BMTDL for Scene Modeling on the SBI Dataset. ICIAP Workshops 2015: 502-509 - 2014
- [j33]Gabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri:
Unsupervised tissue segmentation from dynamic contrast-enhanced magnetic resonance imaging. Artificial Intelligence in Medicine 61(1): 53-61 (2014) - [j32]Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri:
Proximal methods for the latent group lasso penalty. Comp. Opt. and Appl. 58(2): 381-407 (2014) - [j31]Saverio Salzo, Salvatore Masecchia, Alessandro Verri, Annalisa Barla:
Alternating Proximal Regularized Dictionary Learning. Neural Computation 26(12): 2855-2895 (2014) - [i4]Stefano Piana, Alessandra Staglianò, Francesca Odone, Alessandro Verri, Antonio Camurri:
Real-time Automatic Emotion Recognition from Body Gestures. CoRR abs/1402.5047 (2014) - 2013
- [j30]Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri:
Nonparametric sparsity and regularization. Journal of Machine Learning Research 14(1): 1665-1714 (2013) - [j29]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) - [j28]Silvia Villa, Saverio Salzo, Luca Baldassarre, Alessandro Verri:
Accelerated and Inexact Forward-Backward Algorithms. SIAM Journal on Optimization 23(3): 1607-1633 (2013) - [c57]Margherita Squillario, Grzegorz Zycinski, Annalisa Barla, Alessandro Verri:
Identification of Pathway Signatures in Parkinson's Disease with Gene Ontology and Sparse Regularization. CIBB 2013: 259-273 - [c56]Salvatore Masecchia, Annalisa Barla, Saverio Salzo, Alessandro Verri:
Dictionary learning improves subtyping of breast cancer aCGH data. EMBC 2013: 604-607 - [c55]Salvatore Masecchia, Saverio Salzo, Annalisa Barla, Alessandro Verri:
A dictionary learning based method for aCGH segmentation. ESANN 2013 - [c54]Alessandra Staglianò, Nicoletta Noceti, Alessandro Verri, Francesca Odone:
Background modeling through dictionary learning. ICIP 2013: 2524-2528 - 2012
- [j27]Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri:
Multi-output learning via spectral filtering. Machine Learning 87(3): 259-301 (2012) - [c53]Alessandro Rudi, Gabriele Chiusano, Alessandro Verri:
Adaptive Optimization for Cross Validation. ESANN 2012 - [c52]Grzegorz Zycinski, Margherita Squillario, Annalisa Barla, Tiziana Sanavia, Alessandro Verri, Barbara Di Camillo:
Discriminant functional gene groups identification with machine learning and prior knowledge. ESANN 2012 - [i3]Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri:
Nonparametric sparsity and regularization. CoRR abs/1208.2572 (2012) - [i2]Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri:
Proximal methods for the latent group lasso penalty. CoRR abs/1209.0368 (2012) - 2011
- [j26]Nicola Rebagliati, Alessandro Verri:
Spectral clustering with more than K eigenvectors. Neurocomputing 74(9): 1391-1401 (2011) - [c51]Grzegorz Zycinski, Annalisa Barla, Alessandro Verri:
SVS: Data and knowledge integration in computational biology. EMBC 2011: 6474-6478 - [c50]Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa:
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning. ICANN (1) 2011: 379-386 - [c49]Gabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri:
DCE-MRI Analysis Using Sparse Adaptive Representations. MLMI 2011: 67-74 - 2010
- [c48]Luca Zini, Francesca Odone, Alessandro Verri, Piergiorgio Lanza, Alessandra Marcer:
Relative Pose Estimation for Planetary Entry Descent Landing. ACCV Workshops (2) 2010: 255-264 - [c47]
- [c46]Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco:
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups. NIPS 2010: 2604-2612 - [c45]Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri:
Vector Field Learning via Spectral Filtering. ECML/PKDD (1) 2010: 56-71 - [c44]Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa:
Solving Structured Sparsity Regularization with Proximal Methods. ECML/PKDD (2) 2010: 418-433 - [c43]Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa:
A Regularization Approach to Nonlinear Variable Selection. AISTATS 2010: 653-660 - [i1]Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa:
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning. CoRR abs/1011.3728 (2010)
2000 – 2009
- 2009
- [j25]Augusto Destrero, Sofia Mosci, Christine De Mol, Alessandro Verri, Francesca Odone:
Feature selection for high-dimensional data. Comput. Manag. Science 6(1): 25-40 (2009) - [j24]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) - [j23]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) - [j22]Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri:
A Sparsity-Enforcing Method for Learning Face Features. IEEE Trans. Image Processing 18(1): 188-201 (2009) - [c42]Curzio Basso, Matteo Santoro, Alessandro Verri, Mario Esposito:
Segmentation of Inflamed Synovia in Multi-Modal 3D MRI. ISBI 2009: 229-232 - 2008
- [j21]L. Lo Gerfo, Lorenzo Rosasco, Francesca Odone, Ernesto De Vito, Alessandro Verri:
Spectral Algorithms for Supervised Learning. Neural Computation 20(7): 1873-1897 (2008) - [c41]Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri:
A method for robust variable selection with significance assessment. ESANN 2008: 83-88 - 2007
- [j20]Curzio Basso, Alessandro Verri:
Fitting 3D morphable models using implicit representations. JVRB 4 (2007) - [c40]Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri:
A Regularized Approach to Feature Selection for Face Detection. ACCV (2) 2007: 881-890 - [c39]Augusto Destrero, Francesca Odone, Alessandro Verri:
A system for face detection and tracking in unconstrained environments. AVSS 2007: 499-504 - [c38]Curzio Basso, Alessandro Verri:
Fitting 3D morphable models using implicit representations. GRAPP (GM/R) 2007: 45-52 - [c37]Augusto Destrero, Francesca Odone, Alessandro Verri:
A trainable system for face detection in unconstrained environments. ICIAP 2007: 407-412 - [c36]Elisabetta Delponte, Nicoletta Noceti, Francesca Odone, Alessandro Verri:
Appearance-based 3D object recognition with time-invariant features. ICIAP 2007: 467-474 - [c35]Sofia Mosci, Lorenzo Rosasco, Alessandro Verri:
Dimensionality reduction and generalization. ICML 2007: 657-664 - [c34]Elisabetta Delponte, Nicoletta Noceti, Francesca Odone, Alessandro Verri:
Spatio-temporal constraints for matching view-based descriptions of 3D objects. WIAMIS 2007: 25 - 2006
- [j19]Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri:
SVD-matching using SIFT features. Graphical Models 68(5-6): 415-431 (2006) - [c33]Elisabetta Delponte, Elise Arnaud, Francesca Odone, Alessandro Verri:
Analysis on a Local Approach to 3D Object Recognition. DAGM-Symposium 2006: 253-262 - [c32]Elise Arnaud, Francesca Odone, Alessandro Verri:
Trains of keypoints for 3D object recognition. ICPR (2) 2006: 1014-1017 - [c31]Mohammad Reza Daliri, Elisabetta Delponte, Alessandro Verri, Vincent Torre:
Shape Categorization Using String Kernels. SSPR/SPR 2006: 297-305 - 2005
- [j18]Francesco Camastra, Alessandro Verri:
A Novel Kernel Method for Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 27(5): 801-804 (2005) - [j17]Francesca Odone, Annalisa Barla, Alessandro Verri:
Building kernels from binary strings for image matching. IEEE Trans. Image Processing 14(2): 169-180 (2005) - [c30]Francesco Isgrò, Francesca Odone, Alessandro Verri:
An Open System for 3D Data Acquisition from Multiple Sensor. CAMP 2005: 52-57 - [c29]Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri:
Support vector algorithms as regularization networks. ESANN 2005: 595-600 - [c28]Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri:
Large Baseline Matching of Scale Invariant Features. ICIAP 2005: 794-801 - [c27]Emanuele Franceschi, Francesca Odone, Fabrizio Smeraldi, Alessandro Verri:
Feature selection with nonparametric statistics. ICIP (1) 2005: 325-328 - 2004
- [j16]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) - [j15]Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri:
Are Loss Functions All the Same?. Neural Computation 16(5): 1063-107 (2004) - [c26]
- 2003
- [j14]Seong-Whan Lee, Alessandro Verri:
Editorial: Support Vector Machines for Computer Vision and Pattern Recognition. IJPRAI 17(3): 331-332 (2003) - [c25]Emanuele Franceschi, Francesca Odone, Alessandro Verri:
Statistical Learning Approaches with Application to Face Detection. Advanced Studies in Biometrics 2003: 91-104 - [c24]Annalisa Barla, Francesca Odone, Alessandro Verri:
Old fashioned state-of-the-art image classification. ICIAP 2003: 566-571 - [c23]Annalisa Barla, Francesca Odone, Alessandro Verri:
Histogram intersection kernel for image classification. ICIP (3) 2003: 513-516 - [c22]M. Delato, Alberto Martelli, Maurizio Martelli, Viviana Mascardi, Alessandro Verri:
A Multimedia, Multichannel, and Personalized News Provider. MIPS 2003: 388-399 - 2002
- [c21]Annalisa Barla, Francesca Odone, Alessandro Verri:
Hausdorff Kernel for 3D Object Acquisition and Detection. ECCV (4) 2002: 20-33 - [c20]Annalisa Barla, Emanuele Franceschi, Francesca Odone, Alessandro Verri:
Image Kernels. SVM 2002: 83-96 - [e1]Seong-Whan Lee, Alessandro Verri:
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 [contents] - 2001
- [j13]Francesca Odone, Emanuele Trucco, Alessandro Verri:
A Trainable System for Grading Fish from Images. Applied Artificial Intelligence 15(8): 735-745 (2001) - [c19]Francesca Odone, Alessandro Verri, Emanuele Trucco:
A Flexible Algorithm for Image Matching. ICIAP 2001: 290-295 - [c18]Francesca Odone, Emanuele Trucco, Alessandro Verri:
General Purpose Matching of Grey Level Arbitrary Images. IWVF 2001: 573-582 - 2000
- [j12]Tomaso A. Poggio, Alessandro Verri:
Introduction: Learning and Vision at CBCL. International Journal of Computer Vision 38(1): 5-7 (2000) - [j11]Massimiliano Pittore, Marco Campani, Alessandro Verri:
Learning to Recognize Visual Dynamic Events from Examples. International Journal of Computer Vision 38(1): 35-44 (2000) - [j10]Andrea Fusiello, Emanuele Trucco, Alessandro Verri:
A compact algorithm for rectification of stereo pairs. Mach. Vis. Appl. 12(1): 16-22 (2000)
1990 – 1999
- 1999
- [j9]Alessandro Verri, Emanuele Trucco:
Finding the epipole from uncalibrated optical flow. Image Vision Comput. 17(8): 605-609 (1999) - [c17]Ryan M. Rifkin, Massimiliano Pontil, Alessandro Verri:
A Note on Support Vector Machine Degeneracy. ALT 1999: 252-263 - [c16]N. Barabino, M. Pallavicini, A. Petrolini, Massimiliano Pontil, Alessandro Verri:
Support vector machines vs multi-layer perceptrons in particle identification. ESANN 1999: 257-262 - [c15]Massimiliano Pittore, Curzio Basso, Alessandro Verri:
epresenting and Recognizing Visual Dynamic Events with Support Vector Machines. ICIAP 1999: 18- - 1998
- [b1]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 - [j8]Massimiliano Pontil, Alessandro Verri:
Properties of Support Vector Machines. Neural Computation 10(4): 955-974 (1998) - [j7]Massimiliano Pontil, Alessandro Verri:
Support Vector Machines for 3D Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 20(6): 637-646 (1998) - [c14]Francesca Odone, Emanuele Trucco, Alessandro Verri:
Visual Learning of Weight from Shape Using Support Vector Machines. BMVC 1998: 1-9 - [c13]Massimiliano Pontil, Stefano Rogai, Alessandro Verri:
Recognizing 3-D Objects with Linear Support Vector Machines. ECCV (2) 1998: 469-483 - [c12]Alessandro Verri, Emanuele Trucco:
Finding the Epipole from Uncalibrated Optical Flow. ICCV 1998: 987-991 - 1997
- [j6]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) - [j5]Claudio Uras, Alessandro Verri:
Computing Size Functions from Edge Maps. International Journal of Computer Vision 23(2): 169-183 (1997) - [c11]Andrea Fusiello, Emanuele Trucco, Alessandro Verri:
Rectification with unconstrained stereo geometry. BMVC 1997 - [c10]
- [c9]Massimiliano Pontil, Alessandro Verri:
Direct Aspect-Based 3D Object Recognition. ICIAP (2) 1997: 300-307 - 1996
- [j4]Alessandro Verri, Claudio Uras:
Metric-topological approach to shape representation and recognition. Image Vision Comput. 14(3): 189-207 (1996) - [c8]Alessandro Verri, Claudio Uras:
Aspect-based object recognition with size functions. ICPR 1996: 682-686 - 1995
- [c7]Claudio Uras, Alessandro Verri:
Sign Language Recognition: an Application of the Theory of Size Functions. BMVC 1995: 1-10 - 1994
- [c6]Claudio Uras, Alessandro Verri:
On the recognition of the alphabet of the sign language through size functions. ICPR (2) 1994: 334-338 - 1993
- [j3]Alessandro Verri, Claudio Uras, Patrizio Frosini, Massimo Ferri:
On the use of size functions for shape analysis. Biological Cybernetics 70(2): 99-107 (1993) - [c5]Alessandro Verri, Claudio Uras:
Invariant Size Functions. Applications of Invariance in Computer Vision 1993: 215-234 - 1992
- [j2]Marco Campani, Alessandro Verri:
Motion analysis from first-order properties of optical flow. CVGIP: Image Understanding 56(1): 90-107 (1992) - [c4]Alessandra Rognone, Marco Campani, Alessandro Verri:
Identifying multiple motions from optical flow. ECCV 1992: 258-266 - 1990
- [c3]Marco Campani, Alessandro Verri:
Computing optical flow from an overconstrained system of linear algebraic equations. ICCV 1990: 22-26 - [c2]Enrico De Micheli, Alessandro Verri, Sergio Uras:
3D Motion and Structure from Image Sequences. Modelling the Innovation 1990: 349-356
1980 – 1989
- 1989
- [j1]Alessandro Verri, Tomaso A. Poggio:
Motion Field and Optical Flow: Qualitative Properties. IEEE Trans. Pattern Anal. Mach. Intell. 11(5): 490-498 (1989) - [c1]Alessandro Verri, Sergio Uras, Enrico De Micheli:
Motion Segmentation from Optical Flow. Alvey Vision Conference 1989: 1-6
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