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Eugenio Lomurno
Eugenio Lomurno
PhD Student, Department of Electronics Information and Bioengineering, Politecnico di Milano
Verified email at mail.polimi.it - Homepage
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Year
SGDE: Secure generative data exchange for cross-silo federated learning
E Lomurno, A Archetti, L Cazzella, S Samele, L Di Perna, M Matteucci
Proceedings of the 2022 5th International Conference on Artificial …, 2022
16*2022
Pareto-Optimal Progressive Neural Architecture Search
E Lomurno, S Samele, M Matteucci, D Ardagna
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
152021
Identification and characterization of learning weakness from drawing analysis at the pre-literacy stage
LG Dui, E Lomurno, F Lunardini, C Termine, A Campi, M Matteucci, ...
Scientific Reports 12 (1), 21624, 2022
102022
POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique
A Falanti, E Lomurno, S Samele, D Ardagna, M Matteucci
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
102022
POPNASv3: A pareto-optimal neural architecture search solution for image and time series classification
A Falanti, E Lomurno, D Ardagna, M Matteucci
Applied Soft Computing 145, 110555, 2023
82023
Deep Learning and Procrustes Analysis for Early Dysgraphia Risk Detection with a Tablet Application
E Lomurno, LG Dui, M Gatto, M Bollettino, M Matteucci, S Ferrante
Life 13, 598, 2023
82023
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits
S Sarti, E Lomurno, M Matteucci
Procedia Computer Science 222, 519-528, 2023
52023
Heterogeneous datasets for federated survival analysis simulation
A Archetti, E Lomurno, F Lattari, A Martin, M Matteucci
Companion of the 2023 ACM/SPEC International Conference on Performance …, 2023
52023
Improving multi-view stereo via super-resolution
E Lomurno, A Romanoni, M Matteucci
International Conference on Image Analysis and Processing, 102-113, 2022
42022
Enhancing Once-For-All: A Study on Parallel Blocks, Skip Connections and Early Exits
S Sarti, E Lomurno, A Falanti, M Matteucci
2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023
32023
Bridging the Gap: Enhancing the Utility of Synthetic Data via Post-Processing Techniques
A Lampis, E Lomurno, M Matteucci
2023 British Machine Vision Conference (BMVC), 2023
32023
On the utility and protection of optimization with differential privacy and classic regularization techniques
E Lomurno, M Matteucci
International Conference on Machine Learning, Optimization, and Data Science …, 2022
32022
Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning
R Ughi, E Lomurno, M Matteucci
International Conference on Machine Learning, Optimization, and Data Science, 2023
12023
Discriminative Adversarial Privacy: Balancing Accuracy and Membership Privacy in Neural Networks
E Lomurno, A Archetti, F Ausonio, M Matteucci
2023 British Machine Vision Conference (BMVC), 2023
12023
Activity and Age Classification from Handwritten Samples Acquired with a Smart Ink Pen
S Toffoli, E Lomurno, F Lunardini, C Galan, P Caceres, S Farace, ...
BHI 2022, International Conference on Biomedical and Health Informatics, 2022
12022
A Lightweight Neural Architecture Search Model for Medical Image Classification
L Xie, E Lomurno, M Gambella, D Ardagna, M Roveri, M Matteucci, Q Shi
arXiv preprint arXiv:2405.03462, 2024
2024
Stable Diffusion Dataset Generation for Downstream Classification Tasks
E Lomurno, M D'Oria, M Matteucci
arXiv preprint arXiv:2405.02698, 2024
2024
Automatic Spontaneous Speech Analysis for the Detection of Cognitive Functional Decline in Older Adults: Multilanguage Cross-Sectional Study
E Ambrosini, C Giangregorio, E Lomurno, S Moccia, M Milis, C Loizou, ...
JMIR aging 7, e50537, 2024
2024
Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search
S Sarti, E Lomurno, M Matteucci
Engineering Archive, 2024
2024
Harnessing the Computing Continuum across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0
F Baghdadi, D Cirillo, D Lezzi, F Lordan, F Vazquez, E Lomurno, ...
Engineering Archive, 2024
2024
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