ROVATTI, RICCARDO
ROVATTI, RICCARDO
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Docenti di ruolo di Ia fascia
A General Framework for the Assessment of Detectors of Anomalies in Time Series
2024 Enttsel, Andriy; Onofri, Silvia; Marchioni, Alex; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization
2024 Marchioni, Alex; Enttsel, Andriy; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
La sommarizzazione delle sentenze tributarie di merito nel progetto PRODIGIT
2024 Giuseppe Pisano, Alessia Fidelangeli, Federico Galli, Andrea Loreggia, Riccardo Rovatti, Piera Santin, Giovanni Sartor
L’iA generativa per la sintesi automatica dei testi giuridici
2024 Thiago Dal Pont, Federico Galli, Andrea Loreggia, Giuseppe Pisano, Riccardo Rovatti, Giovanni Sartor
Onboard AI for Enhanced FDIR: Revolutionizing Spacecraft Operations with Anomaly Detection
2024 Livia Manovi; Antonio Leboffe; Alex Marchioni; Eleonora Mariotti; Mauro Mangia; Francesco Corallo; Davide Di Ienno; Ilaria Pinci; Riccardo Rovatti; Carlo Ciancarelli; Gianluca Furano
SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers
2024 Manovi, Livia; Capelli, Lorenzo; Marchioni, Alex; Martinini, Filippo; Setti, Gianluca; Mangia, Mauro; Rovatti, Riccardo
Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design
2023 Marchioni, A.; Martinini, F.; Manovi, L.; Cortesi, S.; Rovatti, R.; Setti, G.; Mangia, M.
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain
2023 Onofri, Silvia; Enttsel, Andriy; Manovi, Livia; Marchioni, Alex; Cognetta, Salvatore; Corallo, Francesco; Ciancarelli, Carlo; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications
2023 Alessio Antolini, Carmine Paolino, Francesco Zavalloni, Andrea Lico, Eleonora Franchi Scarselli, Mauro Mangia, Fabio Pareschi, Gianluca Setti, Riccardo Rovatti, Mattia Luigi Torres, Marcella Carissimi, Marco Pasotti
Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing
2023 Paolino, Carmine; Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleonora; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Setti, Gianluca; Rovatti, Riccardo; Luigi Torres, Mattia; Carissimi, Marcella; Pasotti, Marco
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units
2023 Boretti C.; Prono L.; Frenkel C.; Indiveri G.; Pareschi F.; Mangia M.; Rovatti R.; Setti G.
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors
2023 Enttsel, Andriy; Martinini, Filippo; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca
Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices
2023 Marchioni, Alex; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Structured Pruning in Deep Neural Networks with Trainable Probability Masks
2023 Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Rovatti, R.; Setti, G.
Temperature Sensors Virtualization in High Performance Electric Motors
2023 Zanellini A.; Pellegrini S.; Nerone M.; Valic I.; Zauli M.; De Marchi L.; Matteazzi N.; Violi M.; Rovatti R.
A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections
2022 Martinini F.; Mangia M.; Marchioni A.; Rovatti R.; Setti G.
A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification
2022 Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
A Zero-Transient Dual-Frequency Control for Class-E Resonant DC-DC Converters
2022 Celentano A.; Pareschi F.; Rovatti R.; Setti G.
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing
2022 Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca
Algorithmic fairness through group parities? The case of COMPAS-SAPMOC
2022 Francesca Lagioia; Riccardo Rovatti; Giovanni Sartor
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A General Framework for the Assessment of Detectors of Anomalies in Time Series | Enttsel, Andriy; Onofri, Silvia; Marchioni, Alex; Mangia, Mauro; Setti, Gianluca; Rovatti, Riccardo | 2024-01-01 | IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS | - | 1.01 Articolo in rivista | A_General_Framework_for_the_Assessment_of_Detectors_of_Anomalies_in_Time_Series.pdf |
| Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization | Marchioni, Alex; Enttsel, Andriy; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca | 2024-01-01 | IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS | - | 1.01 Articolo in rivista | Anomaly_Detection_Based_on_Compressed_Data_An_Information_Theoretic_Characterization.pdf |
| La sommarizzazione delle sentenze tributarie di merito nel progetto PRODIGIT | Giuseppe Pisano, Alessia Fidelangeli, Federico Galli, Andrea Loreggia, Riccardo Rovatti, Piera Sa...ntin, Giovanni Sartor | 2024-01-01 | I-LEX | - | 1.01 Articolo in rivista | - |
| L’iA generativa per la sintesi automatica dei testi giuridici | Thiago Dal Pont, Federico Galli, Andrea Loreggia, Giuseppe Pisano, Riccardo Rovatti, Giovanni Sartor | 2024-01-01 | PARADOXA | - | 1.01 Articolo in rivista | - |
| Onboard AI for Enhanced FDIR: Revolutionizing Spacecraft Operations with Anomaly Detection | Livia Manovi; Antonio Leboffe; Alex Marchioni; Eleonora Mariotti; Mauro Mangia; Francesco Corallo...; Davide Di Ienno; Ilaria Pinci; Riccardo Rovatti; Carlo Ciancarelli; Gianluca Furano | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers | Manovi, Livia; Capelli, Lorenzo; Marchioni, Alex; Martinini, Filippo; Setti, Gianluca; Mangia, Ma...uro; Rovatti, Riccardo | 2024-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design | Marchioni, A.; Martinini, F.; Manovi, L.; Cortesi, S.; Rovatti, R.; Setti, G.; Mangia, M. | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | adapted compressed sensing with incremental decoder post print.pdf |
| Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain | Onofri, Silvia; Enttsel, Andriy; Manovi, Livia; Marchioni, Alex; Cognetta, Salvatore; Corallo, Fr...ancesco; Ciancarelli, Carlo; Mangia, Mauro; Rovatti, Riccardo; Setti, Gianluca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications | Alessio Antolini, Carmine Paolino, Francesco Zavalloni, Andrea Lico, Eleonora Franchi Scarselli, ...Mauro Mangia, Fabio Pareschi, Gianluca Setti, Riccardo Rovatti, Mattia Luigi Torres, Marcella Carissimi, Marco Pasotti | 2023-01-01 | IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | Combined_HW_SW_Drift_and_Variability_Mitigation_for_PCM-based_Analog_In-memory_Computing_for_Neural_Network_Applications_IRIS.pdf |
| Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing | Paolino, Carmine; Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleon...ora; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Setti, Gianluca; Rovatti, Riccardo; Luigi Torres, Mattia; Carissimi, Marcella; Pasotti, Marco | 2023-01-01 | JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS | - | 1.01 Articolo in rivista | jlpea-13-00017.pdf |
| Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units | Boretti C.; Prono L.; Frenkel C.; Indiveri G.; Pareschi F.; Mangia M.; Rovatti R.; Setti G. | 2023-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors | Enttsel, Andriy; Martinini, Filippo; Marchioni, Alex; Mangia, Mauro; Rovatti, Riccardo; Setti, Gi...anluca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices | Marchioni, Alex; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca | 2023-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | STREAMING ALGHORITHMS FOR SUBSPACE ANALYSIS post print.pdf |
| Structured Pruning in Deep Neural Networks with Trainable Probability Masks | Martinini, F.; Enttsel, A.; Marchioni, A.; Mangia, M.; Rovatti, R.; Setti, G. | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Temperature Sensors Virtualization in High Performance Electric Motors | Zanellini A.; Pellegrini S.; Nerone M.; Valic I.; Zauli M.; De Marchi L.; Matteazzi N.; Violi M.;... Rovatti R. | 2023-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections | Martinini F.; Mangia M.; Marchioni A.; Rovatti R.; Setti G. | 2022-01-01 | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING | - | 1.01 Articolo in rivista | 11585_907386.pdf |
| A Non-conventional Sum-and-Max based Neural Network layer for Low Power Classification | Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| A Zero-Transient Dual-Frequency Control for Class-E Resonant DC-DC Converters | Celentano A.; Pareschi F.; Rovatti R.; Setti G. | 2022-01-01 | IEEE TRANSACTIONS ON POWER ELECTRONICS | - | 1.01 Articolo in rivista | A_Zero-Transient_Dual-Frequency_Control_for_Class-E_Resonant_DCDC_Converters.pdf |
| Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing | Bich, Philippe; Prono, Luciano; Mangia, Mauro; Pareschi, Fabio; Rovatti, Riccardo; Setti, Gianluca | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Algorithmic fairness through group parities? The case of COMPAS-SAPMOC | Francesca Lagioia; Riccardo Rovatti; Giovanni Sartor | 2022-01-01 | AI & SOCIETY | - | 1.01 Articolo in rivista | Algorithmic fairness through group parities? The case of COMPAS-SAPMOC.pdf |