Alessandro Rozza

48 papers A* 1B 5C 2Journal 25Unranked 14

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