GUIDOTTI, Dario
GUIDOTTI, Dario
SCIENZE UMANISTICHE E SOCIALI
Detection of Component Degradation: A Study on Autoencoder-Based Approaches
2023-01-01 Guidotti, D.; Pandolfo, L.; Pulina, L.
Enhancing neural networks through formal verification
2019-01-01 Guidotti, D.
Leveraging Satisfiability Modulo Theory Solvers for Verification of Neural Networks in Predictive Maintenance Applications
2023-01-01 Guidotti, D.; Pandolfo, L.; Pulina, L.
NeVer 2.0: Learning, Verification and Repair of Deep Neural Networks
2020-01-01 Guidotti, Dario; Pulina, Luca; Tacchella, Armando
pyNeVer: A Framework for Learning and Verification of Neural Networks
2021-01-01 Guidotti, D.; Pulina, L.; Tacchella, A.
Repair of convolutional neural networks using convex optimization: Preliminary experiments
2019-01-01 Guidotti, D.; Leofante, F.
Vector Reconstruction Error for Anomaly Detection: Preliminary Results in the IMOCO4.E Project
2023-01-01 Guidotti, D.; Masiero, R.; Pandolfo, L.; Pulina, L.
Verification and Repair of Neural Networks: A Progress Report on Convolutional Models
2019-01-01 Guidotti, D.; Leofante, F.; Pulina, L.; Tacchella, A.
Verification of Neural Networks: Challenges and Perspectives in the AIDOaRt Project
2022-01-01 Eramo, R.; Fanni, T.; Guidotti, D.; Pandolfo, L.; Pulina, L.; Zedda, K.
Verification of neural networks: Enhancing scalability through pruning
2020-01-01 Guidotti, D.; Leofante, F.; Pulina, L.; Tacchella, A.
Verification of NNs in the IMOCO4.E Project: Preliminary Results
2023-01-01 Guidotti, D.; Pandolfo, L.; Pulina, L.
Verifying Neural Networks with Non-Linear SMT Solvers: a Short Status Report
2023-01-01 Guidotti, D.; Pandolfo, L.; Pulina, L.
Verifying Neural Networks with SMT: An Experimental Evaluation
2023-01-01 Guidotti, D.; Pandolfo, L.; Pulina, L.