Alessandro Verri

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 21

Top Venues

CoRR

EMBC

KDD

Artif. Intell. Medicine

Publications

Marco Rando, Martin James, Alessandro Verri, Lorenzo Rosasco, Agnese Seminara
Q-Learning to navigate turbulence without a map. CoRR (2024)
Francesco Bellotti, Elisa Bricco, Agostino G. Bruzzone, Daniele D. Caviglia, Ermanno Di Zitti, Paolo Gastaldo, Daniele Grosso, Lauro Magnani, Mauro Olivieri, Marco Raggio, Maurizio Valle, Alessandro Verri, Riccardo Berta
Alessandro De Gloria, a Pioneer in Electronic Engineering Applications. ApplePies (2023)
Elena Vincenzi, Alice Fantazzini, Martina Gulino, Simone Manini, Alessandro Verri, Francesca Odone, Luca Basso, Maria Beatrice Damasio, Curzio Basso
An Automatic Tool Performing Functional Analysis in MR Urography in Children. CBMS (2023)
Rosanna Turrisi, Alessandro Verri, Annalisa Barla
The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detection. CoRR (2023)
Daniele Lagomarsino-Oneto, Giacomo Meanti, Nicolò Pagliana, Alessandro Verri, Andrea Mazzino, Lorenzo Rosasco, Agnese Seminara
Physics Informed Shallow Machine Learning for Wind Speed Prediction. CoRR (2022)
Andrea Fasciglione, Maurizio Leotta, Alessandro Verri
Reproducibility in Activity Recognition Based on Wearable Devices: a Focus on Used Datasets. SMC (2022)
Veronica Tozzo, Federico Ciech, Davide Garbarino, Alessandro Verri
Statistical Models Coupling Allows for Complex Local Multivariate Time Series Analysis. KDD (2021)
Filippo Ricca, Viviana Mascardi, Alessandro Verri
Test'n'Mo: a collaborative platform for human testers and intelligent monitoring agents. VORTEX@ISSTA (2021)
Andrea Fasciglione, Maurizio Leotta, Alessandro Verri
Improving Activity Recognition while Reducing Misclassification of Unknown Activities. WETICE (2021)
Maurizio Leotta, Andrea Fasciglione, Alessandro Verri
Daily Living Activity Recognition Using Wearable Devices: A Features-Rich Dataset and a Novel Approach. ICPR Workshops (2) (2020)
Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri
Latent Variable Time-varying Network Inference. KDD (2018)
Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri
Latent variable time-varying network inference. CoRR (2018)
Chiara Martini, Francesca Odone, Nicoletta Noceti, Manuela Chessa, Annalisa Barla, Alessandro Verri, Alberto Cella, Alberto Pilotto, Gian Andrea Rollandi
Visual Computing Methods for Assessing the Well-Being of Older People. VISIGRAPP (Revised Selected Papers) (2018)
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)
Federico Tomasi, Veronica Tozzo, Alessandro Verri, Saverio Salzo
Forward-Backward Splitting for Time-Varying Graphical Models. PGM (2018)
Chiara Martini, Annalisa Barla, Francesca Odone, Alessandro Verri, Alberto Cella, Gian Andrea Rollandi, Alberto Pilotto
Data-Driven Continuous Assessment of Frailty in Older People. Frontiers Digit. Humanit. 5 (2018)
Federico Tomasi, Margherita Squillario, Alessandro Verri, Davide Bagnara, Annalisa Barla
Icing: Large-Scale Inference of Immunoglobulin Clonotypes. CIBB (2017)
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)
Alessandro Rudi, Ernesto De Vito, Alessandro Verri, Francesca Odone
Regularized Kernel Algorithms for Support Estimation. Frontiers Appl. Math. Stat. 3 (2017)
Samuele Fiorini, Alessandro Verri, Annalisa Barla, Andrea Tacchino, Giampaolo Brichetto
Temporal prediction of multiple sclerosis evolution from patient-centered outcomes. MLHC (2017)
Samuele Fiorini, Andrea Tacchino, Giampaolo Brichetto, Alessandro Verri, Annalisa Barla
A temporal model for multiple sclerosis course evolution. CoRR (2016)
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)
Alessandra Staglianò, Nicoletta Noceti, Alessandro Verri, Francesca Odone
Online Space-Variant Background Modeling With Sparse Coding. IEEE Trans. Image Process. 24 (8) (2015)
Nicoletta Noceti, Alessandra Staglianò, Alessandro Verri, Francesca Odone
BMTDL for Scene Modeling on the SBI Dataset. ICIAP Workshops (2015)
Stefano Piana, Alessandra Staglianò, Francesca Odone, Alessandro Verri, Antonio Camurri
Real-time Automatic Emotion Recognition from Body Gestures. CoRR (2014)
Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri
Proximal methods for the latent group lasso penalty. Comput. Optim. Appl. 58 (2) (2014)
Saverio Salzo, Salvatore Masecchia, Alessandro Verri, Annalisa Barla
Alternating Proximal Regularized Dictionary Learning. Neural Comput. 26 (12) (2014)
Gabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri
Unsupervised tissue segmentation from dynamic contrast-enhanced magnetic resonance imaging. Artif. Intell. Medicine 61 (1) (2014)
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 Biol. Medicine 8 (2013)
Salvatore Masecchia, Saverio Salzo, Annalisa Barla, Alessandro Verri
A dictionary learning based method for aCGH segmentation. ESANN (2013)
Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
Nonparametric sparsity and regularization. J. Mach. Learn. Res. 14 (1) (2013)
Silvia Villa, Saverio Salzo, Luca Baldassarre, Alessandro Verri
Accelerated and Inexact Forward-Backward Algorithms. SIAM J. Optim. 23 (3) (2013)
Margherita Squillario, Grzegorz Zycinski, Annalisa Barla, Alessandro Verri
Identification of Pathway Signatures in Parkinson's Disease with Gene Ontology and Sparse Regularization. CIBB (2013)
Salvatore Masecchia, Annalisa Barla, Saverio Salzo, Alessandro Verri
Dictionary learning improves subtyping of breast cancer aCGH data. EMBC (2013)
Alessandra Staglianò, Nicoletta Noceti, Alessandro Verri, Francesca Odone
Background modeling through dictionary learning. ICIP (2013)
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)
Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri
Proximal methods for the latent group lasso penalty CoRR (2012)
Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
Nonparametric sparsity and regularization CoRR (2012)
Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri
Multi-output learning via spectral filtering. Mach. Learn. 87 (3) (2012)
Alessandro Rudi, Gabriele Chiusano, Alessandro Verri
Adaptive Optimization for Cross Validation. ESANN (2012)
Grzegorz Zycinski, Annalisa Barla, Alessandro Verri
SVS: Data and knowledge integration in computational biology. EMBC (2011)
Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning. ICANN (1) (2011)
Gabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri
DCE-MRI Analysis Using Sparse Adaptive Representations. MLMI (2011)
Nicola Rebagliati, Alessandro Verri
Spectral clustering with more than K eigenvectors. Neurocomputing 74 (9) (2011)
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa
A Regularization Approach to Nonlinear Variable Selection. AISTATS (2010)
Luca Zini, Francesca Odone, Alessandro Verri, Piergiorgio Lanza, Alessandra Marcer
Relative Pose Estimation for Planetary Entry Descent Landing. ACCV Workshops (2) (2010)
Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups. NIPS (2010)
Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri
Vector Field Learning via Spectral Filtering. ECML/PKDD (1) (2010)
Curzio Basso, Matteo Santoro, Alessandro Verri, Silvia Villa
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning CoRR (2010)
Nicola Rebagliati, Alessandro Verri
A randomized algorithm for spectral clustering. ESANN (2010)
Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa
Solving Structured Sparsity Regularization with Proximal Methods. ECML/PKDD (2) (2010)
Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri
A Regularized Framework for Feature Selection in Face Detection and Authentication. Int. J. Comput. Vis. 83 (2) (2009)
Curzio Basso, Matteo Santoro, Alessandro Verri, Mario Esposito
Segmentation of Inflamed Synovia in Multi-Modal 3D MRI. ISBI (2009)
Augusto Destrero, Sofia Mosci, Christine De Mol, Alessandro Verri, Francesca Odone
Feature selection for high-dimensional data. Comput. Manag. Sci. 6 (1) (2009)
Christine De Mol, Sofia Mosci, Magali Traskine, Alessandro Verri
A Regularized Method for Selecting Nested Groups of Relevant Genes from Microarray Data. J. Comput. Biol. 16 (5) (2009)
Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri
A Sparsity-Enforcing Method for Learning Face Features. IEEE Trans. Image Process. 18 (1) (2009)
L. Lo Gerfo, Lorenzo Rosasco, Francesca Odone, Ernesto De Vito, Alessandro Verri
Spectral Algorithms for Supervised Learning. Neural Comput. 20 (7) (2008)
Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
A method for robust variable selection with significance assessment. ESANN (2008)
Curzio Basso, Alessandro Verri
Fitting 3D morphable models using implicit representations. J. Virtual Real. Broadcast. 4 (2007)
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
Dimensionality reduction and generalization. ICML (2007)
Elisabetta Delponte, Nicoletta Noceti, Francesca Odone, Alessandro Verri
Appearance-based 3D object recognition with time-invariant features. ICIAP (2007)
Augusto Destrero, Francesca Odone, Alessandro Verri
A system for face detection and tracking in unconstrained environments. AVSS (2007)
Curzio Basso, Alessandro Verri
Fitting 3D morphable models using implicit representations. GRAPP (GM/R) (2007)
Augusto Destrero, Christine De Mol, Francesca Odone, Alessandro Verri
A Regularized Approach to Feature Selection for Face Detection. ACCV (2) (2007)
Augusto Destrero, Francesca Odone, Alessandro Verri
A trainable system for face detection in unconstrained environments. ICIAP (2007)
Elisabetta Delponte, Nicoletta Noceti, Francesca Odone, Alessandro Verri
Spatio-temporal constraints for matching view-based descriptions of 3D objects. WIAMIS (2007)
Elise Arnaud, Francesca Odone, Alessandro Verri
Trains of keypoints for 3D object recognition. ICPR (2) (2006)
Mohammad Reza Daliri, Elisabetta Delponte, Alessandro Verri, Vincent Torre
Shape Categorization Using String Kernels. SSPR/SPR (2006)
Elisabetta Delponte, Elise Arnaud, Francesca Odone, Alessandro Verri
Analysis on a Local Approach to 3D Object Recognition. DAGM-Symposium (2006)
Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri
SVD-matching using SIFT features. Graph. Model. 68 (5-6) (2006)
Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri
Large Baseline Matching of Scale Invariant Features. ICIAP (2005)
Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri
Support vector algorithms as regularization networks. ESANN (2005)
Elisabetta Delponte, Francesco Isgrò, Francesca Odone, Alessandro Verri
SVD-Matching using SIFT Features. VVG (2005)
Emanuele Franceschi, Francesca Odone, Fabrizio Smeraldi, Alessandro Verri
Feature selection with nonparametric statistics. ICIP (1) (2005)
Francesco Camastra, Alessandro Verri
A Novel Kernel Method for Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 27 (5) (2005)
Francesco Isgrò, Francesca Odone, Alessandro Verri
An Open System for 3D Data Acquisition from Multiple Sensor. CAMP (2005)
Francesca Odone, Annalisa Barla, Alessandro Verri
Building kernels from binary strings for image matching. IEEE Trans. Image Process. 14 (2) (2005)
Francesco Camastra, Alessandro Verri
A Novel Kernel Method for Clustering. WIRN (2004)
Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri
Are Loss Functions All the Same?. Neural Comput. 16 (5) (2004)
Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri
Some Properties of Regularized Kernel Methods J. Mach. Learn. Res. 5 (2004)
Annalisa Barla, Francesca Odone, Alessandro Verri
Histogram intersection kernel for image classification. ICIP (3) (2003)
M. Delato, Alberto Martelli, Maurizio Martelli, Viviana Mascardi, Alessandro Verri
A Multimedia, Multichannel, and Personalized News Provider. MIPS (2003)
Emanuele Franceschi, Francesca Odone, Alessandro Verri
Statistical Learning Approaches with Application to Face Detection. Advanced Studies in Biometrics (2003)
Annalisa Barla, Francesca Odone, Alessandro Verri
Old fashioned state-of-the-art image classification. ICIAP (2003)
Seong-Whan Lee, Alessandro Verri
Editorial: Support Vector Machines for Computer Vision and Pattern Recognition. Int. J. Pattern Recognit. Artif. Intell. 17 (3) (2003)
Bernd Heisele, Alessandro Verri, Tomaso A. Poggio
Learning and vision machines. Proc. IEEE 90 (7) (2002)
Annalisa Barla, Emanuele Franceschi, Francesca Odone, Alessandro Verri
Image Kernels. SVM (2002)
Annalisa Barla, Francesca Odone, Alessandro Verri
Hausdorff Kernel for 3D Object Acquisition and Detection. ECCV (4) (2002)
Francesca Odone, Emanuele Trucco, Alessandro Verri
A Trainable System for Grading Fish from Images. Appl. Artif. Intell. 15 (8) (2001)
Francesca Odone, Emanuele Trucco, Alessandro Verri
General Purpose Matching of Grey Level Arbitrary Images. IWVF (2001)
Francesca Odone, Alessandro Verri, Emanuele Trucco
A Flexible Algorithm for Image Matching. ICIAP (2001)
Tomaso A. Poggio, Alessandro Verri
Introduction: Learning and Vision at CBCL. Int. J. Comput. Vis. 38 (1) (2000)
Massimiliano Pittore, Marco Campani, Alessandro Verri
Learning to Recognize Visual Dynamic Events from Examples. Int. J. Comput. Vis. 38 (1) (2000)
Andrea Fusiello, Emanuele Trucco, Alessandro Verri
A compact algorithm for rectification of stereo pairs. Mach. Vis. Appl. 12 (1) (2000)
Alessandro Verri, Emanuele Trucco
Finding the epipole from uncalibrated optical flow. Image Vis. Comput. 17 (8) (1999)
Ryan M. Rifkin, Massimiliano Pontil, Alessandro Verri
A Note on Support Vector Machine Degeneracy. ALT (1999)
Massimiliano Pittore, Curzio Basso, Alessandro Verri
epresenting and Recognizing Visual Dynamic Events with Support Vector Machines. ICIAP (1999)
N. Barabino, M. Pallavicini, A. Petrolini, Massimiliano Pontil, Alessandro Verri
Support vector machines vs multi-layer perceptrons in particle identification. ESANN (1999)
Alessandro Verri, Emanuele Trucco
Finding the Epipole from Uncalibrated Optical Flow. ICCV (1998)
Massimiliano Pontil, Alessandro Verri
Properties of Support Vector Machines. Neural Comput. 10 (4) (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alessandro Verri