Rossella Cancelliere

32 papers B 4Misc 2Journal 18Unranked 8
YearRankTypeTitle / Venue / Authors
2024 B conf
Vision Language Models as Policy Learners in Reinforcement Learning Environments.
ESANN
Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Mirko Polato, Bernardo Magnini
2023 — conf
Job Shop Scheduling via Deep Reinforcement Learning: A Sequence to Sequence Approach.
LION
Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso
2023 J jnl
Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach.
CoRR
Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso
2023 J jnl
Regularization-based pruning of irrelevant weights in deep neural architectures.
Appl. Intell.
Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere
2022 J jnl
Controlling hallucinations at word level in data-to-text generation.
Data Min. Knowl. Discov.
Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari
2022 B conf
Lightening CNN architectures by regularization driven weights' pruning.
ESANN
Giovanni Bonetta, Rossella Cancelliere
2022 J jnl
Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures.
CoRR
Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere
2021 J jnl
Anomaly Detection Techniques in the Gaia Space Mission Data.
J. Signal Process. Syst.
Marco Roberti, Alessandro Druetto, Deborah Busonero, Rossella Cancelliere, Davide Cavagnino, Mario Gai
2021 J jnl
Controlling Hallucinations at Word Level in Data-to-Text Generation.
CoRR
Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari
2021 J jnl
Correction to: Anomaly Detection Techniques in the Gaia Space Mission Data.
J. Signal Process. Syst.
Marco Roberti, Alessandro Druetto, Deborah Busonero, Rossella Cancelliere, Davide Cavagnino, Mario Gai
2021 Misc conf
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation.
FLAIRS
Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila
2021 J jnl
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation.
CoRR
Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila
2021 J jnl
The Rare Word Issue in Natural Language Generation: A Character-Based Solution.
Informatics
Giovanni Bonetta, Marco Roberti, Rossella Cancelliere, Patrick Gallinari
2019 — conf
A Deep Learning Approach to Anomaly Detection in the Gaia Space Mission Data.
IWANN (2)
Alessandro Druetto, Marco Roberti, Rossella Cancelliere, Davide Cavagnino, Mario Gai
2019 — conf
Copy Mechanism and Tailored Training for Character-Based Data-to-Text Generation.
ECML/PKDD (2)
Marco Roberti, Giovanni Bonetta, Rossella Cancelliere, Patrick Gallinari
2019 J jnl
Copy mechanism and tailored training for character-based data-to-text generation.
CoRR
Marco Roberti, Giovanni Bonetta, Rossella Cancelliere, Patrick Gallinari
2019 J jnl
Real-time detection of driver distraction: random projections for pseudo-inversion-based neural training.
Knowl. Inf. Syst.
Marco Botta, Rossella Cancelliere, Leo Ghignone, Fabio Tango, Patrick Gallinari, Clara Luison
2016 J jnl
Local search and pseudoinversion: an hybrid approach to neural network training.
Knowl. Inf. Syst.
Luca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso
2016 — conf
Neural Learning of Heuristic Functions for General Game Playing.
MOD
Leo Ghignone, Rossella Cancelliere
2015 J jnl
An analysis of numerical issues in neural training by pseudoinversion.
CoRR
Rossella Cancelliere, R. Deluca, Mario Gai, Patrick Gallinari, Luca Rubini
2015 J jnl
OCReP: An Optimally Conditioned Regularization for Pseudoinversion Based Neural Training.
CoRR
Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini
2015 J jnl
OCReP: An Optimally Conditioned Regularization for pseudoinversion based neural training.
Neural Networks
Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini
2014 Misc conf
Computational Experience with Pseudoinversion-Based Training of Neural Networks Using Random Projection Matrices.
AIMSA
Luca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso, Antonino Raiti
2013 — conf
Neural networks for wind power generation forecasting: A case study.
ICNSC
Rossella Cancelliere, Alberto Gosso, Andrea Grosso
2012 — conf
Matrix Pseudoinversion for Image Neural Processing.
ICONIP (5)
Rossella Cancelliere, Mario Gai, Thierry Artières, Patrick Gallinari
2009 J jnl
Efficient computation and neural processing of astrometric images.
Comput. Informatics
Rossella Cancelliere, Mario Gai
2008 B conf
Classification of chestnuts with feature selection by noise resilient classifiers.
ESANN
Elena Roglia, Rossella Cancelliere, Rosa Meo
2007 — conf
Neural network high precision processing for astronomical images.
EUSIPCO
Rossella Cancelliere, Mario Gai
2005 J jnl
Dynamics and stability of generalized cellular nonlinear network model.
Appl. Math. Comput.
Rossella Cancelliere, Angela Slavova
2003 B conf
Neural Network Performances in Astronomical Image Processing.
ESANN
Rossella Cancelliere, Mario Gai
2000 — conf
A High Parallel Procedure to Initialize the Output Weights of a Radial Basis Function or BP Neural Network.
PARA
Rossella Cancelliere
1996 J jnl
Efficient training of Time Delay Neural Networks for sequential patterns.
Neurocomputing
Rossella Cancelliere, Roberto Gemello