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Alessandro Rozza
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2020 – today
- 2024
- [i13]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 abs/2407.05793 (2024) - 2023
- [j12]Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza:
Maximum Entropy Exploration in Contextual Bandits with Neural Networks and Energy Based Models. Entropy 25(2): 188 (2023) - [c21]Marco Leonardi, Paolo Napoletano, Alessandro Rozza, Raimondo Schettini:
A General Purpose Method for Image Collection Summarization and Exploration. ICIAP Workshops (1) 2023: 74-85 - [i12]Lorenzo Ciampiconi, Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza:
A survey and taxonomy of loss functions in machine learning. CoRR abs/2301.05579 (2023) - 2022
- [j11]Adam Elwood, Alberto Gasparin, Alessandro Rozza:
Ranking Micro-Influencers: A Multimedia Framework with Multi-Task and Interpretable Architectures. Int. J. Semantic Comput. 16(2): 213-231 (2022) - [j10]Luigi Celona, Marco Leonardi, Paolo Napoletano, Alessandro Rozza:
Composition and Style Attributes Guided Image Aesthetic Assessment. IEEE Trans. Image Process. 31: 5009-5024 (2022) - [i11]Adam Elwood, Marco Leonardi, Ashraf Mohamed, Alessandro Rozza:
Maximum entropy exploration in contextual bandits with neural networks and energy based models. CoRR abs/2210.06302 (2022) - 2021
- [j9]Franco Manessi, Alessandro Rozza:
Graph-based neural network models with multiple self-supervised auxiliary tasks. Pattern Recognit. Lett. 148: 15-21 (2021) - [j8]Marco Leonardi, Paolo Napoletano, Raimondo Schettini, Alessandro Rozza:
No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection. Sensors 21(3): 994 (2021) - [c20]Adam Elwood, Alberto Gasparin, Alessandro Rozza:
Ranking Micro-Influencers: a Novel Multi-Task Learning and Interpretable Framework. ISM 2021: 130-137 - [i10]Adam Elwood, Alberto Gasparin, Alessandro Rozza:
Ranking Micro-Influencers: a Novel Multi-Task Learning and Interpretable Framework. CoRR abs/2107.13943 (2021) - [i9]Luigi Celona, Marco Leonardi, Paolo Napoletano, Alessandro Rozza:
Composition and Style Attributes Guided Image Aesthetic Assessment. CoRR abs/2111.04647 (2021) - 2020
- [j7]Franco Manessi, Alessandro Rozza, Mario Manzo:
Dynamic graph convolutional networks. Pattern Recognit. 97 (2020) - [i8]Franco Manessi, Alessandro Rozza:
Graph-Based Neural Network Models with Multiple Self-Supervised Auxiliary Tasks. CoRR abs/2011.07267 (2020)
2010 – 2019
- 2019
- [j6]Mario Manzo, Alessandro Rozza:
DOPSIE: Deep-Order Proximity and Structural Information Embedding. Mach. Learn. Knowl. Extr. 1(2): 684-697 (2019) - [j5]Lorenzo Seidenari, Alessandro Rozza, Alberto Del Bimbo:
Real-time demographic profiling from face imagery with Fisher vectors. Mach. Vis. Appl. 30(2): 359-374 (2019) - [c19]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: 171-180 - 2018
- [c18]Franco Manessi, Alessandro Rozza:
Learning Combinations of Activation Functions. ICPR 2018: 61-66 - [c17]Franco Manessi, Alessandro Rozza, Simone Bianco, Paolo Napoletano, Raimondo Schettini:
Automated Pruning for Deep Neural Network Compression. ICPR 2018: 657-664 - [i7]Franco Manessi, Alessandro Rozza:
Learning Combinations of Activation Functions. CoRR abs/1801.09403 (2018) - 2017
- [c16]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: 2233-2241 - [i6]Franco Manessi, Alessandro Rozza, Mario Manzo:
Dynamic Graph Convolutional Networks. CoRR abs/1704.06199 (2017) - [i5]Franco Manessi, Alessandro Rozza, Simone Bianco, Paolo Napoletano, Raimondo Schettini:
Automated Pruning for Deep Neural Network Compression. CoRR abs/1712.01721 (2017) - 2016
- [j4]Giorgio Gemignani, Alessandro Rozza:
A Robust Approach for the Background Subtraction Based on Multi-Layered Self-Organizing Maps. IEEE Trans. Image Process. 25(11): 5239-5251 (2016) - [i4]Pietro Cassarà, Alessandro Rozza:
A Novel Mutual Information-based Feature Selection Algorithm. CoRR abs/1607.07186 (2016) - [i3]Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon, Richard Nock, Lizhen Qu:
Making Neural Networks Robust to Label Noise: a Loss Correction Approach. CoRR abs/1609.03683 (2016) - 2015
- [c15]Lorenzo Seidenari, Alessandro Rozza, Alberto Del Bimbo:
Real-Time Age Estimation from Face Imagery Using Fisher Vectors. ICIAP (2) 2015: 172-182 - [c14]Giorgio Gemignani, Alessandro Rozza:
A novel background subtraction approach based on multi layered self-organizing maps. ICIP 2015: 462-466 - [c13]Aleksandar Milchevski, Alessandro Rozza, Dimitar Taskovski:
Multimodal Affective Analysis combining Regularized Linear Regression and Boosted Regression Trees. AVEC@ACM Multimedia 2015: 33-39 - 2014
- [j3]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): 2569-2581 (2014) - [c12]Mario Manzo, Simone Pellino, Alfredo Petrosino, Alessandro Rozza:
A Novel Graph Embedding Framework for Object Recognition. ECCV Workshops (4) 2014: 341-352 - [c11]Alessandro Rozza, Giuseppe Serra, Costantino Grana:
Truncated isotropic principal component classifier for image classification. ICIP 2014: 986-990 - [c10]Alessandro Rozza, Mario Manzo, Alfredo Petrosino:
A Novel Graph-Based Fisher Kernel Method for Semi-supervised Learning. ICPR 2014: 3786-3791 - 2013
- [c9]Paola Campadelli, Elena Casiraghi, Claudio Ceruti, Gabriele Lombardi, Alessandro Rozza:
Local Intrinsic Dimensionality Based Features for Clustering. ICIAP (1) 2013: 41-50 - [c8]Corrado Monti, Alessandro Rozza, Giovanni Zappella, Matteo Zignani, Adam Arvidsson, Elanor Colleoni:
Modelling political disaffection from Twitter data. WISDOM 2013: 3:1-3:9 - [i2]Corrado Monti, Alessandro Rozza, Giovanni Zappella, Matteo Zignani, Adam Arvidsson, Monica Poletti:
Political Disaffection: a case study on the Italian Twitter community. CoRR abs/1301.6630 (2013) - 2012
- [j2]Alessandro Rozza, Gabriele Lombardi, Claudio Ceruti, Elena Casiraghi, Paola Campadelli:
Novel high intrinsic dimensionality estimators. Mach. Learn. 89(1-2): 37-65 (2012) - [j1]Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli:
Novel Fisher discriminant classifiers. Pattern Recognit. 45(10): 3725-3737 (2012) - [c7]Simone Bassis, Alessandro Rozza, Claudio Ceruti, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli:
A Novel Intrinsic Dimensionality Estimator Based on Rank-Order Statistics. CHDD 2012: 102-117 - [i1]Claudio Ceruti, Simone Bassis, Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi, Paola Campadelli:
DANCo: Dimensionality from Angle and Norm Concentration. CoRR abs/1206.3881 (2012) - 2011
- [c6]Alessandro Rozza, Gabriele Lombardi, Marco Rosa, Elena Casiraghi, Paola Campadelli:
IDEA: Intrinsic Dimension Estimation Algorithm. ICIAP (1) 2011: 433-442 - [c5]Gabriele Lombardi, Alessandro Rozza, Claudio Ceruti, Elena Casiraghi, Paola Campadelli:
Minimum Neighbor Distance Estimators of Intrinsic Dimension. ECML/PKDD (2) 2011: 374-389 - [c4]Alessandro Rozza, Stefano Arca, Elena Casiraghi, Paola Campadelli, Massimo Natale, Enrico M. Bucci, Paolo Consoli:
Automatic Alignment of Gel 2D Images. WIRN 2011: 3-10 - [c3]Gabriele Lombardi, Alessandro Rozza, Elena Casiraghi, Paola Campadelli:
A Novel Approach for Geometric Clustering based on Tensor Voting Framework. WIRN 2011: 129-138 - [p1]Alessandro Rozza, Gabriele Lombardi, Matteo Re, Elena Casiraghi, Giorgio Valentini, Paola Campadelli:
A Novel Ensemble Technique for Protein Subcellular Location Prediction. Ensembles in Machine Learning Applications 2011: 151-167 - 2010
- [c2]Alessandro Rozza, Gabriele Lombardi, Marco Rosa, Elena Casiraghi:
O-IPCAC and its Application to EEG Classification. WAPA 2010: 4-11
2000 – 2009
- 2009
- [c1]Alessandro Rozza, Gabriele Lombardi, Elena Casiraghi:
Novel IPCA-Based Classifiers and Their Application to Spam Filtering. ISDA 2009: 797-802
Coauthor Index
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