BACCIU, DAVIDE Statistiche
BACCIU, DAVIDE
DIPARTIMENTO DI INFORMATICA
Neural Autoencoder-Based Structure-Preserving Model Order Reduction and Control Design for High-Dimensional Physical Systems
2024-01-01 Lepri, Marco; Bacciu, Davide; DELLA SANTINA, Cosimo
A 2-Phase Strategy for Intelligent Cloud Operations
2023-01-01 Lanciano, Giacomo; Andreoli, Remo; Cucinotta, Tommaso; Bacciu, Davide; Passarella, Andrea
A Protocol for Continual Explanation of SHAP
2023-01-01 Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide
A Tropical View of Graph Neural Networks
2023-01-01 Landolfi, Francesco; Bacciu, Davide; Numeroso, Danilo
AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence
2023-01-01 Lomonaco, Vincenzo; Caro, Valerio De; Gallicchio, Claudio; Carta, Antonio; Sardianos, Christos; Varlamis, Iraklis; Tserpes, Konstantinos; Coppola, Massimo; Marmpena, Mina; Politi, Sevasti; Schoitsch, Erwin; Bacciu, Davide
Anti-Symmetric DGN: a stable architecture for Deep Graph Networks
2023-01-01 Gravina, Alessio; Bacciu, Davide; Gallicchio, Claudio
Class-Incremental Learning with Repetition
2023-01-01 Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Damian, Borth
Communication-Efficient Ridge Regression in Federated Echo State Networks
2023-01-01 De Caro, Valerio; Di Mauro, Antonio; Bacciu, Davide; Gallicchio, Claudio
Continual adaptation of federated reservoirs in pervasive environments
2023-01-01 De Caro, V.; Gallicchio, C.; Bacciu, D.
Deep Graph Networks for Drug Repurposing with Multi-Protein Targets
2023-01-01 Bacciu, Davide; Errica, Federico; Gravina, Alessio; Madeddu, Lorenzo; Podda, Marco; Stilo, Giovanni
Dual Algorithmic Reasoning
2023-01-01 Numeroso, Danilo; Bacciu, Davide
ECGAN: Self-supervised Generative Adversarial Network for Electrocardiography
2023-01-01 Simone, L.; Bacciu, D.
Generalizing Downsampling from Regular Data to Graphs
2023-01-01 Bacciu, Davide; Conte, Alessio; Landolfi, Francesco
Graph Representation Learning
2023-01-01 Bacciu, Davide; Errica, Federico; Micheli, Alessio; Navarin, Nicolò; Pasa, Luca; Podda, Marco; Zambon, Daniele
Graph-based Polyphonic Multitrack Music Generation
2023-01-01 Cosenza, Emanuele; Valenti, Andrea; Bacciu, Davide
Hidden Markov Models for Temporal Graph Representation Learning
2023-01-01 Errica, Federico; Gravina, Alessio; Bacciu, Davide; Micheli, Alessio
Improving Fairness via Intrinsic Plasticity in Echo State Networks
2023-01-01 Ceni, Andrea; Bacciu, Davide; De Caro, Valerio; Gallicchio, Claudio; Oneto, Luca
Memory Population in Continual Learning via Outlier Elimination
2023-01-01 Hurtado, Julio; Raymond-Sáez, Alain; Araujo, Vladimir; Lomonaco, Vincenzo; Soto, Alvaro; Bacciu, Davide
Modeling Mood Polarity and Declaration Occurrence by Neural Temporal Point Processes
2023-01-01 Bacciu, Davide; Morelli, Davide; Pandelea, Vlad
Neural Algorithmic Reasoning for Combinatorial Optimisation
2023-01-01 Georgiev Georgiev, Dobrik; Numeroso, Danilo; Bacciu, Davide; Lio, Pietro
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Neural Autoencoder-Based Structure-Preserving Model Order Reduction and Control Design for High-Dimensional Physical Systems | 1-gen-2024 | Lepri, Marco; Bacciu, Davide; DELLA SANTINA, Cosimo | |
| A 2-Phase Strategy for Intelligent Cloud Operations | 1-gen-2023 | Lanciano, Giacomo; Andreoli, Remo; Cucinotta, Tommaso; Bacciu, Davide; Passarella, Andrea | |
| A Protocol for Continual Explanation of SHAP | 1-gen-2023 | Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide | |
| A Tropical View of Graph Neural Networks | 1-gen-2023 | Landolfi, Francesco; Bacciu, Davide; Numeroso, Danilo | |
| AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence | 1-gen-2023 | Lomonaco, Vincenzo; Caro, Valerio De; Gallicchio, Claudio; Carta, Antonio; Sardianos, Christos; Varlamis, Iraklis; Tserpes, Konstantinos; Coppola, Massimo; Marmpena, Mina; Politi, Sevasti; Schoitsch, Erwin; Bacciu, Davide | |
| Anti-Symmetric DGN: a stable architecture for Deep Graph Networks | 1-gen-2023 | Gravina, Alessio; Bacciu, Davide; Gallicchio, Claudio | |
| Class-Incremental Learning with Repetition | 1-gen-2023 | Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Damian, Borth | |
| Communication-Efficient Ridge Regression in Federated Echo State Networks | 1-gen-2023 | De Caro, Valerio; Di Mauro, Antonio; Bacciu, Davide; Gallicchio, Claudio | |
| Continual adaptation of federated reservoirs in pervasive environments | 1-gen-2023 | De Caro, V.; Gallicchio, C.; Bacciu, D. | |
| Deep Graph Networks for Drug Repurposing with Multi-Protein Targets | 1-gen-2023 | Bacciu, Davide; Errica, Federico; Gravina, Alessio; Madeddu, Lorenzo; Podda, Marco; Stilo, Giovanni | |
| Dual Algorithmic Reasoning | 1-gen-2023 | Numeroso, Danilo; Bacciu, Davide | |
| ECGAN: Self-supervised Generative Adversarial Network for Electrocardiography | 1-gen-2023 | Simone, L.; Bacciu, D. | |
| Generalizing Downsampling from Regular Data to Graphs | 1-gen-2023 | Bacciu, Davide; Conte, Alessio; Landolfi, Francesco | |
| Graph Representation Learning | 1-gen-2023 | Bacciu, Davide; Errica, Federico; Micheli, Alessio; Navarin, Nicolò; Pasa, Luca; Podda, Marco; Zambon, Daniele | |
| Graph-based Polyphonic Multitrack Music Generation | 1-gen-2023 | Cosenza, Emanuele; Valenti, Andrea; Bacciu, Davide | |
| Hidden Markov Models for Temporal Graph Representation Learning | 1-gen-2023 | Errica, Federico; Gravina, Alessio; Bacciu, Davide; Micheli, Alessio | |
| Improving Fairness via Intrinsic Plasticity in Echo State Networks | 1-gen-2023 | Ceni, Andrea; Bacciu, Davide; De Caro, Valerio; Gallicchio, Claudio; Oneto, Luca | |
| Memory Population in Continual Learning via Outlier Elimination | 1-gen-2023 | Hurtado, Julio; Raymond-Sáez, Alain; Araujo, Vladimir; Lomonaco, Vincenzo; Soto, Alvaro; Bacciu, Davide | |
| Modeling Mood Polarity and Declaration Occurrence by Neural Temporal Point Processes | 1-gen-2023 | Bacciu, Davide; Morelli, Davide; Pandelea, Vlad | |
| Neural Algorithmic Reasoning for Combinatorial Optimisation | 1-gen-2023 | Georgiev Georgiev, Dobrik; Numeroso, Danilo; Bacciu, Davide; Lio, Pietro |