Alessandro Rozza

Orcid: 0000-0001-6269-1351

According to our database¹, Alessandro Rozza authored at least 39 papers between 2009 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2023

Maximum Entropy Exploration in Contextual Bandits with Neural Networks and Energy Based Models.

[BibT_eX]

[DOI]

Entropy, February, 2023

A survey and taxonomy of loss functions in machine learning.

[BibT_eX]

[DOI]

CoRR, 2023

A General Purpose Method for Image Collection Summarization and Exploration.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

2022

Composition and Style Attributes Guided Image Aesthetic Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Ranking Micro-Influencers: A Multimedia Framework with Multi-Task and Interpretable Architectures.

[BibT_eX]

[DOI]

Adam Elwood

Alberto Gasparin

Alessandro Rozza

Int. J. Semantic Comput., 2022

2021

No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection.

[BibT_eX]

[DOI]

Sensors, 2021

Graph-based neural network models with multiple self-supervised auxiliary tasks.

[BibT_eX]

[DOI]

Franco Manessi

Alessandro Rozza

Pattern Recognit. Lett., 2021

Ranking Micro-Influencers: a Novel Multi-Task Learning and Interpretable Framework.

[BibT_eX]

[DOI]

Adam Elwood

Alberto Gasparin

Alessandro Rozza

Proceedings of the IEEE International Symposium on Multimedia, 2021

2020

Dynamic graph convolutional networks.

[BibT_eX]

[DOI]

Franco Manessi

Alessandro Rozza

Mario Manzo

Pattern Recognit., 2020

2019

Real-time demographic profiling from face imagery with Fisher vectors.

[BibT_eX]

[DOI]

Lorenzo Seidenari

Alessandro Rozza

Alberto Del Bimbo

Mach. Vis. Appl., 2019

DOPSIE: Deep-Order Proximity and Structural Information Embedding.

[BibT_eX]

[DOI]

Mario Manzo

Alessandro Rozza

Mach. Learn. Knowl. Extr., 2019

Image Memorability Using Diverse Visual Features and Soft Attention.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018

Automated Pruning for Deep Neural Network Compression.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Learning Combinations of Activation Functions.

[BibT_eX]

[DOI]

Franco Manessi

Alessandro Rozza

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

A Robust Approach for the Background Subtraction Based on Multi-Layered Self-Organizing Maps.

[BibT_eX]

[DOI]

Giorgio Gemignani

Alessandro Rozza

IEEE Trans. Image Process., 2016

Making Neural Networks Robust to Label Noise: a Loss Correction Approach.

[BibT_eX]

[DOI]

CoRR, 2016

A Novel Mutual Information-based Feature Selection Algorithm.

[BibT_eX]

[DOI]

Pietro Cassarà

Alessandro Rozza

CoRR, 2016

2015

Multimodal Affective Analysis combining Regularized Linear Regression and Boosted Regression Trees.

[BibT_eX]

[DOI]

Aleksandar Milchevski

Alessandro Rozza

Dimitar Taskovski

Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015

A novel background subtraction approach based on multi layered self-organizing maps.

[BibT_eX]

[DOI]

Giorgio Gemignani

Alessandro Rozza

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Real-Time Age Estimation from Face Imagery Using Fisher Vectors.

[BibT_eX]

[DOI]

Lorenzo Seidenari

Alessandro Rozza

Alberto Del Bimbo

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

DANCo: An intrinsic dimensionality estimator exploiting angle and norm concentration.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

A Novel Graph-Based Fisher Kernel Method for Semi-supervised Learning.

[BibT_eX]

[DOI]

Alessandro Rozza

Mario Manzo

Alfredo Petrosino

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Truncated isotropic principal component classifier for image classification.

[BibT_eX]

[DOI]

Alessandro Rozza

Giuseppe Serra

Costantino Grana

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A Novel Graph Embedding Framework for Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Political Disaffection: a case study on the Italian Twitter community

[BibT_eX]

[DOI]

CoRR, 2013

Modelling political disaffection from Twitter data.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining, 2013

Local Intrinsic Dimensionality Based Features for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

Novel Fisher discriminant classifiers.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Novel high intrinsic dimensionality estimators.

[BibT_eX]

[DOI]

Mach. Learn., 2012

DANCo: Dimensionality from Angle and Norm Concentration

[BibT_eX]

[DOI]

CoRR, 2012

A Novel Intrinsic Dimensionality Estimator Based on Rank-Order Statistics.

[BibT_eX]

[DOI]

Proceedings of the Clustering High-Dimensional Data - First International Workshop, 2012

2011

A Novel Ensemble Technique for Protein Subcellular Location Prediction.

[BibT_eX]

[DOI]

Proceedings of the Ensembles in Machine Learning Applications, 2011

Automatic Alignment of Gel 2D Images.

[BibT_eX]

[DOI]

Proceedings of the Neural Nets WIRN11, 2011

A Novel Approach for Geometric Clustering based on Tensor Voting Framework.

[BibT_eX]

[DOI]

Proceedings of the Neural Nets WIRN11, 2011

Minimum Neighbor Distance Estimators of Intrinsic Dimension.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

IDEA: Intrinsic Dimension Estimation Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

2010

O-IPCAC and its Application to EEG Classification.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

2009

Novel IPCA-Based Classifiers and Their Application to Spam Filtering.

[BibT_eX]

[DOI]

Alessandro Rozza

Gabriele Lombardi

Elena Casiraghi

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Alessandro Rozza

Timeline

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On csauthors.net:

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