LODI, STEFANO
LODI, STEFANO
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di IIa fascia
An efficient quantum algorithm for ensemble classification using bagging
2024 Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio
Hybrid Quantum Technologies for Quantum Support Vector Machines
2024 Orazi F.; Gasperini S.; Lodi S.; Sartori C.
Enabling Non-linear Quantum Operations Through Variational Quantum Splines
2023 Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi, Claudio Sartori
MAQA: a quantum framework for supervised learning
2023 Macaluso A.; Klusch M.; Lodi S.; Sartori C.
OptAGAN: Entropy-based finetuning on text VAE-GAN
2021 Paolo Tirotta; Stefano Lodi
Self-supervised Bernoulli Autoencoders for Semi-supervised Hashing
2021 Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori
A Variational Algorithm for Quantum Neural Networks
2020 Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio
Quantum algorithm for ensemble learning
2020 Macaluso A.; Lodi S.; Sartori C.
Quantum splines for non-linear approximations
2020 Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio
Reducing distance computations for distance-based outliers
2020 Angiulli, Fabrizio; Basta, Stefano; Lodi, Stefano; Sartori, Claudio
Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms
2018 Cesare Bandirali ; Stefano Lodi ; Gianluca Moro ; Andrea Pagliarani ; Claudio Sartori
Clustering Distributed Short Time Series with Dense Patterns
2017 Josenildo Costa da Silva, ; Oliveira, Gustavo H. B. S.; Stefano, Lodi; Matthias, Klusch
Fast and scalable Lasso via stochastic Frank–Wolfe methods with a convergence guarantee
2016 Emanuele, Frandi; Ricardo, Ñanculef; Stefano, Lodi; Claudio, Sartori; Johan, A. K. Suykens
GPU Strategies for Distance-Based Outlier Detection
2016 Fabrizio, Angiulli; Stefano, Basta; Stefano, Lodi; Claudio, Sartori
Privacy-awareness of distributed data clustering algorithms revisited
2016 Da Silva, Josenildo C; Klusch, Matthias; Lodi, Stefano
First Application of a Distance-Based Outlier Approach to Detect Highly Differentiated Genomic Regions Across Human Populations
2015 Lodi, Stefano; Angiulli, Fabrizio; Basta, Stefano; Luiselli, Donata; Pagani, Luca; Sartori, Claudio
Accelerating outlier detection with intra- and inter-node parallelism.
2014 F. Angiulli;S. Basta;S. Lodi;C. Sartori
Distributed Strategies for Mining Outliers in Large Data Sets
2013 F. Angiulli; S. Basta; S. Lodi; C. Sartori
Fast outlier detection using a GPU
2013 F. Angiulli; S. Basta; S. Lodi; C. Sartori
TRAINING SUPPORT VECTOR MACHINES USING FRANK-WOLFE OPTIMIZATION METHODS
2013 E. FRANDI;R. ÑANCULEF;M. G. GASPARO;S. LODI;C. SARTORI
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| An efficient quantum algorithm for ensemble classification using bagging | Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio | 2024-01-01 | IET QUANTUM COMMUNICATION | - | 1.01 Articolo in rivista | IET Quantum Communication - 2024 - Macaluso - An efficient quantum algorithm for ensemble classification using bagging.pdf |
| Hybrid Quantum Technologies for Quantum Support Vector Machines | Orazi F.; Gasperini S.; Lodi S.; Sartori C. | 2024-01-01 | INFORMATION | - | 1.01 Articolo in rivista | Orazi et al. - 2024 - Hybrid Quantum Technologies for Quantum Support Ve.pdf |
| Enabling Non-linear Quantum Operations Through Variational Quantum Splines |
Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi, Claudio Sartori |
2023-01-01 | - | Springer Nature Switzerland | 4.01 Contributo in Atti di convegno | - |
| MAQA: a quantum framework for supervised learning | Macaluso A.; Klusch M.; Lodi S.; Sartori C. | 2023-01-01 | QUANTUM INFORMATION PROCESSING | - | 1.01 Articolo in rivista | MAQA - a quantum framework for unsupervised learning.pdf |
| OptAGAN: Entropy-based finetuning on text VAE-GAN | Paolo Tirotta; Stefano Lodi | 2021-01-01 | - | AIRCC Publishing Corporation | 4.01 Contributo in Atti di convegno | - |
| Self-supervised Bernoulli Autoencoders for Semi-supervised Hashing |
Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori |
2021-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |
| A Variational Algorithm for Quantum Neural Networks | Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio | 2020-01-01 | - | - | 4.01 Contributo in Atti di convegno | A_Variational_algorithm_for_Quantum_Neural_Networks.pdf |
| Quantum algorithm for ensemble learning | Macaluso A.; Lodi S.; Sartori C. | 2020-01-01 | - | CEUR Workshop Proceedings (CEUR-WS.org) | 4.01 Contributo in Atti di convegno | - |
| Quantum splines for non-linear approximations | Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio | 2020-01-01 | - | - | 4.01 Contributo in Atti di convegno | 2303.05428.pdf |
| Reducing distance computations for distance-based outliers | Angiulli, Fabrizio; Basta, Stefano; Lodi, Stefano; Sartori, Claudio | 2020-01-01 | EXPERT SYSTEMS WITH APPLICATIONS | - | 1.01 Articolo in rivista | ESWA-D-19-02678_R1-w-ref-to-pub-and-cc.pdf |
| Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms | Cesare Bandirali ; Stefano Lodi ; Gianluca Moro ; Andrea Pagliarani ; Claudio Sartori | 2018-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Clustering Distributed Short Time Series with Dense Patterns | Josenildo Costa da Silva, ; Oliveira, Gustavo H. B. S.; Stefano, Lodi; Matthias, Klusch | 2017-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Fast and scalable Lasso via stochastic Frank–Wolfe methods with a convergence guarantee | Emanuele, Frandi; Ricardo, Ñanculef; Stefano, Lodi; Claudio, Sartori; Johan, A. K. Suykens | 2016-01-01 | MACHINE LEARNING | - | 1.01 Articolo in rivista | LASSO_paper_Main.pdf |
| GPU Strategies for Distance-Based Outlier Detection | Fabrizio, Angiulli; Stefano, Basta; Stefano, Lodi; Claudio, Sartori | 2016-01-01 | IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS | - | 1.01 Articolo in rivista | - |
| Privacy-awareness of distributed data clustering algorithms revisited | Da Silva, Josenildo C; Klusch, Matthias; Lodi, Stefano | 2016-01-01 | - | Springer Verlag | 2.01 Capitolo / saggio in libro | - |
| First Application of a Distance-Based Outlier Approach to Detect Highly Differentiated Genomic Regions Across Human Populations | Lodi, Stefano; Angiulli, Fabrizio; Basta, Stefano; Luiselli, Donata; Pagani, Luca; Sartori, Claudio | 2015-01-01 | - | Springer International Publishing Switzerland | 2.01 Capitolo / saggio in libro | - |
| Accelerating outlier detection with intra- and inter-node parallelism. | F. Angiulli;S. Basta;S. Lodi;C. Sartori | 2014-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Distributed Strategies for Mining Outliers in Large Data Sets | F. Angiulli; S. Basta; S. Lodi; C. Sartori | 2013-01-01 | IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING | - | 1.01 Articolo in rivista | - |
| Fast outlier detection using a GPU | F. Angiulli; S. Basta; S. Lodi; C. Sartori | 2013-01-01 | - | 2009 IEEE Conference Proceedings | 4.01 Contributo in Atti di convegno | - |
| TRAINING SUPPORT VECTOR MACHINES USING FRANK-WOLFE OPTIMIZATION METHODS | E. FRANDI;R. ÑANCULEF;M. G. GASPARO;S. LODI;C. SARTORI | 2013-01-01 | INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |