Rossella Cancelliere

According to our database, Rossella Cancelliere authored at least 26 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Vision Language Models as Policy Learners in Reinforcement Learning Environments.

Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Mirko Polato, Bernardo Magnini

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

Regularization-based pruning of irrelevant weights in deep neural architectures.

Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere

Appl. Intell., July, 2023

Job Shop Scheduling via Deep Reinforcement Learning: A Sequence to Sequence Approach.

Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

2022

Controlling hallucinations at word level in data-to-text generation.

Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari

Data Min. Knowl. Discov., 2022

Lightening CNN architectures by regularization driven weights' pruning.

Giovanni Bonetta, Rossella Cancelliere

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

Correction to: Anomaly Detection Techniques in the Gaia Space Mission Data.

Marco Roberti, Alessandro Druetto, Deborah Busonero, Rossella Cancelliere, Davide Cavagnino, Mario Gai

J. Signal Process. Syst., 2021

Anomaly Detection Techniques in the Gaia Space Mission Data.

Marco Roberti, Alessandro Druetto, Deborah Busonero, Rossella Cancelliere, Davide Cavagnino, Mario Gai

J. Signal Process. Syst., 2021

The Rare Word Issue in Natural Language Generation: A Character-Based Solution.

Giovanni Bonetta, Marco Roberti, Rossella Cancelliere, Patrick Gallinari

Informatics, 2021

Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation.

Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

2019

Real-time detection of driver distraction: random projections for pseudo-inversion-based neural training.

Marco Botta, Rossella Cancelliere, Leo Ghignone, Fabio Tango, Patrick Gallinari, Clara Luison

Knowl. Inf. Syst., 2019

Copy Mechanism and Tailored Training for Character-Based Data-to-Text Generation.

Marco Roberti, Giovanni Bonetta, Rossella Cancelliere, Patrick Gallinari

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

A Deep Learning Approach to Anomaly Detection in the Gaia Space Mission Data.

Alessandro Druetto, Marco Roberti, Rossella Cancelliere, Davide Cavagnino, Mario Gai

Proceedings of the Advances in Computational Intelligence, 2019

2016

Local search and pseudoinversion: an hybrid approach to neural network training.

Luca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso

Knowl. Inf. Syst., 2016

Neural Learning of Heuristic Functions for General Game Playing.

Leo Ghignone, Rossella Cancelliere

Proceedings of the Machine Learning, Optimization, and Big Data, 2016

2015

OCReP: An Optimally Conditioned Regularization for pseudoinversion based neural training.

Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini

Neural Networks, 2015

An analysis of numerical issues in neural training by pseudoinversion.

Rossella Cancelliere, R. Deluca, Mario Gai, Patrick Gallinari, Luca Rubini

CoRR, 2015

2014

Computational Experience with Pseudoinversion-Based Training of Neural Networks Using Random Projection Matrices.

Luca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso, Antonino Raiti

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013

Neural networks for wind power generation forecasting: A case study.

Rossella Cancelliere, Alberto Gosso, Andrea Grosso

Proceedings of 10th IEEE International Conference on Networking, Sensing and Control, 2013

2012

Matrix Pseudoinversion for Image Neural Processing.

Rossella Cancelliere, Mario Gai, Thierry Artières, Patrick Gallinari

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2009

Efficient computation and neural processing of astrometric images.

Rossella Cancelliere, Mario Gai

Comput. Informatics, 2009

2008

Classification of chestnuts with feature selection by noise resilient classifiers.

Elena Roglia, Rossella Cancelliere, Rosa Meo

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Neural network high precision processing for astronomical images.

Rossella Cancelliere, Mario Gai

Proceedings of the 15th European Signal Processing Conference, 2007

2005

Dynamics and stability of generalized cellular nonlinear network model.

Rossella Cancelliere, Angela Slavova

Appl. Math. Comput., 2005

2003

Neural Network Performances in Astronomical Image Processing.

Rossella Cancelliere, Mario Gai

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2000

A High Parallel Procedure to Initialize the Output Weights of a Radial Basis Function or BP Neural Network.

Rossella Cancelliere

Proceedings of the Applied Parallel Computing, 2000

1996

Efficient training of Time Delay Neural Networks for sequential patterns.

Rossella Cancelliere, Roberto Gemello

Neurocomputing, 1996