دنبال کردن
Alessandro Rozza
Alessandro Rozza
Chief Research Officer - lastminute.com group and Senior IEEE member
ایمیل تأیید شده در lastminute.com - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach‏
G Patrini, A Rozza, AK Menon, R Nock, L Qu‏
Computer Vision and Pattern Recognition (CVPR) 2017, 1944-1952, 2017‏
17952017
Echo chamber or public sphere? Predicting political orientation and measuring political homophily in Twitter using big data‏
E Colleoni, A Rozza, A Arvidsson‏
Journal of communication 64 (2), 317-332, 2014‏
17792014
Dynamic graph convolutional networks‏
F Manessi, A Rozza, M Manzo‏
Pattern Recognition 97, 107000, 2020‏
4482020
Intrinsic dimension estimation: Relevant techniques and a benchmark framework‏
P Campadelli, E Casiraghi, C Ceruti, A Rozza‏
Mathematical Problems in Engineering 2015 (1), 759567, 2015‏
1572015
Novel high intrinsic dimensionality estimators‏
A Rozza, G Lombardi, C Ceruti, E Casiraghi, P Campadelli‏
Machine learning 89, 37-65, 2012‏
1082012
Danco: An intrinsic dimensionality estimator exploiting angle and norm concentration‏
C Ceruti, S Bassis, A Rozza, G Lombardi, E Casiraghi, P Campadelli‏
Pattern recognition 47 (8), 2569-2581, 2014‏
1052014
Learning Combinations of Activation Functions‏
F Manessi, A Rozza‏
2018 24th International Conference on Pattern Recognition (ICPR), 61-66, 2018‏
832018
Automated pruning for deep neural network compression‏
F Manessi, A Rozza, S Bianco, P Napoletano, R Schettini‏
2018 24th International conference on pattern recognition (ICPR), 657-664, 2018‏
792018
A survey and taxonomy of loss functions in machine learning‏
L Ciampiconi, A Elwood, M Leonardi, A Mohamed, A Rozza‏
arXiv preprint arXiv:2301.05579, 2023‏
622023
Modelling political disaffection from Twitter data‏
C Monti, A Rozza, G Zappella, M Zignani, A Arvidsson, E Colleoni‏
Proceedings of the second international workshop on issues of sentiment …, 2013‏
532013
Minimum neighbor distance estimators of intrinsic dimension‏
G Lombardi, A Rozza, C Ceruti, E Casiraghi, P Campadelli‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011‏
482011
Graph-based neural network models with multiple self-supervised auxiliary tasks‏
F Manessi, A Rozza‏
Pattern Recognition Letters 148, 15-21, 2021‏
452021
Composition and Style Attributes Guided Image Aesthetic Assessment‏
L Celona, M Leonardi, P Napoletano, A Rozza‏
IEEE Transactions on Image Processing 31, 5009-5024, 2022‏
422022
Novel Fisher discriminant classifiers‏
A Rozza, G Lombardi, E Casiraghi, P Campadelli‏
Pattern Recognition 45 (10), 3725-3737, 2012‏
402012
IDEA: Intrinsic dimension estimation algorithm‏
A Rozza, G Lombardi, M Rosa, E Casiraghi, P Campadelli‏
Image Analysis and Processing–ICIAP 2011: 16th International Conference …, 2011‏
382011
A robust approach for the background subtraction based on multi-layered self-organizing maps‏
G Gemignani, A Rozza‏
IEEE transactions on image processing 25 (11), 5239-5251, 2016‏
362016
Making neural networks robust to label noise: a loss correction approach. arXiv preprint‏
G Patrini, A Rozza, A Menon, R Nock, L Qu‏
arXiv preprint arXiv:1609.03683, 2016‏
28*2016
DANCo: Dimensionality from angle and norm concentration‏
C Ceruti, S Bassis, A Rozza, G Lombardi, E Casiraghi, P Campadelli‏
arXiv preprint arXiv:1206.3881, 2012‏
252012
A novel graph-based fisher kernel method for semi-supervised learning‏
A Rozza, M Manzo, A Petrosino‏
2014 22nd International Conference on Pattern Recognition, 3786-3791, 2014‏
222014
A Novel Background Subtraction Approach based on Multi Layered Self-Organizing Maps‏
G Gemignani, A Rozza‏
Image Processing (ICIP), 2015 IEEE International Conference on, 462 - 466, 2015‏
182015
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20