Alessandro Rozza

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 26

Top Topics

Background Subtraction

Top Venues

IEEE Trans. Image Process.

Publications

Francesco Emanuele Stradi, Filippo Cipriani, Lorenzo Ciampiconi, Marco Leonardi, Alessandro Rozza, Nicola Gatti
A Primal-Dual Online Learning Approach for Dynamic Pricing of Sequentially Displayed Complementary Items under Sale Constraints. CoRR (2024)
Lorenzo Ciampiconi, Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza
A survey and taxonomy of loss functions in machine learning. CoRR (2023)
Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza
Maximum Entropy Exploration in Contextual Bandits with Neural Networks and Energy Based Models. Entropy 25 (2) (2023)
Marco Leonardi, Paolo Napoletano, Alessandro Rozza, Raimondo Schettini
A General Purpose Method for Image Collection Summarization and Exploration. ICIAP Workshops (1) (2023)
Luigi Celona, Marco Leonardi, Paolo Napoletano, Alessandro Rozza
Composition and Style Attributes Guided Image Aesthetic Assessment. IEEE Trans. Image Process. 31 (2022)
Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza
Maximum entropy exploration in contextual bandits with neural networks and energy based models. CoRR (2022)
Adam Elwood, Alberto Gasparin, Alessandro Rozza
Ranking Micro-Influencers: A Multimedia Framework with Multi-Task and Interpretable Architectures. Int. J. Semantic Comput. 16 (2) (2022)
Adam Elwood, Alberto Gasparin, Alessandro Rozza
Ranking Micro-Influencers: a Novel Multi-Task Learning and Interpretable Framework. ISM (2021)
Luigi Celona, Marco Leonardi, Paolo Napoletano, Alessandro Rozza
Composition and Style Attributes Guided Image Aesthetic Assessment. CoRR (2021)
Marco Leonardi, Paolo Napoletano, Raimondo Schettini, Alessandro Rozza
No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection. Sensors 21 (3) (2021)
Franco Manessi, Alessandro Rozza
Graph-based neural network models with multiple self-supervised auxiliary tasks. Pattern Recognit. Lett. 148 (2021)
Adam Elwood, Alberto Gasparin, Alessandro Rozza
Ranking Micro-Influencers: a Novel Multi-Task Learning and Interpretable Framework. CoRR (2021)
Franco Manessi, Alessandro Rozza
Graph-Based Neural Network Models with Multiple Self-Supervised Auxiliary Tasks. CoRR (2020)
Franco Manessi, Alessandro Rozza, Mario Manzo
Dynamic graph convolutional networks. Pattern Recognit. 97 (2020)
Mario Manzo, Alessandro Rozza
DOPSIE: Deep-Order Proximity and Structural Information Embedding. Mach. Learn. Knowl. Extr. 1 (2) (2019)
Lorenzo Seidenari, Alessandro Rozza, Alberto Del Bimbo
Real-time demographic profiling from face imagery with Fisher vectors. Mach. Vis. Appl. 30 (2) (2019)
Marco Leonardi, Luigi Celona, Paolo Napoletano, Simone Bianco, Raimondo Schettini, Franco Manessi, Alessandro Rozza
Image Memorability Using Diverse Visual Features and Soft Attention. ICIAP (2) (2019)
Franco Manessi, Alessandro Rozza
Learning Combinations of Activation Functions. ICPR (2018)
Franco Manessi, Alessandro Rozza
Learning Combinations of Activation Functions. CoRR (2018)
Franco Manessi, Alessandro Rozza, Simone Bianco, Paolo Napoletano, Raimondo Schettini
Automated Pruning for Deep Neural Network Compression. ICPR (2018)
Franco Manessi, Alessandro Rozza, Simone Bianco, Paolo Napoletano, Raimondo Schettini
Automated Pruning for Deep Neural Network Compression. CoRR (2017)
Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon, Richard Nock, Lizhen Qu
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach. CVPR (2017)
Franco Manessi, Alessandro Rozza, Mario Manzo
Dynamic Graph Convolutional Networks. CoRR (2017)
Giorgio Gemignani, Alessandro Rozza
A Robust Approach for the Background Subtraction Based on Multi-Layered Self-Organizing Maps. IEEE Trans. Image Process. 25 (11) (2016)
Pietro Cassarà, Alessandro Rozza
A Novel Mutual Information-based Feature Selection Algorithm. CoRR (2016)
Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon, Richard Nock, Lizhen Qu
Making Neural Networks Robust to Label Noise: a Loss Correction Approach. CoRR (2016)
Lorenzo Seidenari, Alessandro Rozza, Alberto Del Bimbo
Real-Time Age Estimation from Face Imagery Using Fisher Vectors. ICIAP (2) (2015)
Giorgio Gemignani, Alessandro Rozza
A novel background subtraction approach based on multi layered self-organizing maps. ICIP (2015)
Aleksandar Milchevski, Alessandro Rozza, Dimitar Taskovski
Multimodal Affective Analysis combining Regularized Linear Regression and Boosted Regression Trees. AVEC@ACM Multimedia (2015)
Alessandro Rozza, Giuseppe Serra, Costantino Grana
Truncated isotropic principal component classifier for image classification. ICIP (2014)
Mario Manzo, Simone Pellino, Alfredo Petrosino, Alessandro Rozza
A Novel Graph Embedding Framework for Object Recognition. ECCV Workshops (4) (2014)
Alessandro Rozza, Mario Manzo, Alfredo Petrosino
A Novel Graph-Based Fisher Kernel Method for Semi-supervised Learning. ICPR (2014)
Claudio Ceruti, Simone Bassis, Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli
DANCo: An intrinsic dimensionality estimator exploiting angle and norm concentration. Pattern Recognit. 47 (8) (2014)
Corrado Monti, Alessandro Rozza, Giovanni Zappella, Matteo Zignani, Adam Arvidsson, Elanor Colleoni
Modelling political disaffection from Twitter data. WISDOM (2013)
Corrado Monti, Alessandro Rozza, Giovanni Zappella, Matteo Zignani, Adam Arvidsson, Monica Poletti
Political Disaffection: a case study on the Italian Twitter community CoRR (2013)
Paola Campadelli, Elena Casiraghi, Claudio Ceruti, Gabriele Lombardi, Alessandro Rozza
Local Intrinsic Dimensionality Based Features for Clustering. ICIAP (1) (2013)
Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli
Novel Fisher discriminant classifiers. Pattern Recognit. 45 (10) (2012)
Alessandro Rozza, Gabriele Lombardi, Claudio Ceruti, Elena Casiraghi, Paola Campadelli
Novel high intrinsic dimensionality estimators. Mach. Learn. 89 (1-2) (2012)
Simone Bassis, Alessandro Rozza, Claudio Ceruti, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli
A Novel Intrinsic Dimensionality Estimator Based on Rank-Order Statistics. CHDD (2012)
Claudio Ceruti, Simone Bassis, Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli
DANCo: Dimensionality from Angle and Norm Concentration CoRR (2012)
Gabriele Lombardi, Alessandro Rozza, Elena Casiraghi, Paola Campadelli
A Novel Approach for Geometric Clustering based on Tensor Voting Framework. WIRN (2011)
Alessandro Rozza, Gabriele Lombardi, Marco Rosa, Elena Casiraghi, Paola Campadelli
IDEA: Intrinsic Dimension Estimation Algorithm. ICIAP (1) (2011)
Alessandro Rozza, Stefano Arca, Elena Casiraghi, Paola Campadelli, Massimo Natale, Enrico M. Bucci, Paolo Consoli
Automatic Alignment of Gel 2D Images. WIRN (2011)
Gabriele Lombardi, Alessandro Rozza, Claudio Ceruti, Elena Casiraghi, Paola Campadelli
Minimum Neighbor Distance Estimators of Intrinsic Dimension. ECML/PKDD (2) (2011)
Alessandro Rozza, Gabriele Lombardi, Marco Rosa, Elena Casiraghi
O-IPCAC and its Application to EEG Classification. WAPA (2010)
Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi
Novel IPCA-Based Classifiers and Their Application to Spam Filtering. ISDA (2009)