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Candelieri, Antonio
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1

Towards Full Forward On-Tiny-Device Learning: A Guided Sear..:

Pau, Danilo ; Pisani, Andrea ; Candelieri, Antonio
Algorithms.  17 (2024)  1 - p. 22 , 2024
Link: https://doi.org/10.3390/..
 
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2

Wasserstein-Enabled Leaks Localization in Water Distributio..:

Ponti, Andrea ; Giordani, Ilaria ; Candelieri, Antonio.
Water.  16 (2024)  3 - p. 412 , 2024
Link: https://doi.org/10.3390/..
 
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3

Fair and green hyperparameter optimization via multi-object..:

Candelieri, Antonio ; Ponti, Andrea ; Archetti, Francesco
Machine Learning.  113 (2024)  5 - p. 2701-2731 , 2024
Link: https://doi.org/10.1007/..
 
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4

Prompt Optimization in Large Language Models:

Sabbatella, Antonio ; Ponti, Andrea ; Giordani, Ilaria..
Mathematics.  12 (2024)  6 - p. 929 , 2024
Link: https://doi.org/10.3390/..
 
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5

The role of hyper-parameters in relational topic models: Pr..:

Terragni, Silvia ; Candelieri, Antonio ; Fersini, Elisabetta
Information Sciences.  632 (2023)  - p. 252-268 , 2023
Link: https://doi.org/10.1016/..
 
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6

Bayesian optimization over the probability simplex:

Candelieri, Antonio ; Ponti, Andrea ; Archetti, Francesco
Annals of Mathematics and Artificial Intelligence.  , 2023
Link: https://doi.org/10.1007/..
 
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7

Wasserstein enabled Bayesian optimization of composite func..:

Candelieri, Antonio ; Ponti, Andrea ; Archetti, Francesco
Journal of Ambient Intelligence and Humanized Computing.  14 (2023)  8 - p. 11263-11271 , 2023
Link: https://doi.org/10.1007/..
 
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8

Intrusion Detection in Networks by Wasserstein Enabled Many..:

Ponti, Andrea ; Candelieri, Antonio ; Giordani, Ilaria.
Mathematics.  11 (2023)  10 - p. 2342 , 2023
Link: https://doi.org/10.3390/..
 
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9

Safe Optimal Control of Dynamic Systems: Learning from Expe..:

Candelieri, Antonio ; Ponti, Andrea ; Fersini, Elisabetta..
Mathematics.  11 (2023)  20 - p. 4347 , 2023
Link: https://doi.org/10.3390/..
 
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10

Exploring telediagnostic procedures in child neuropsychiatr..:

Grazioli, Silvia ; Crippa, Alessandro ; Rosi, Eleonora...
European Child & Adolescent Psychiatry.  33 (2023)  1 - p. 139-149 , 2023
Link: https://doi.org/10.1007/..
 
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11

Bayesian optimization and deep learning for steering wheel ..:

Riboni, Alessandro ; Ghioldi, Nicolò ; Candelieri, Antonio.
Scientific Reports.  12 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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12

Distributional learning in multi-objective optimization of ..:

Candelieri, Antonio ; Ponti, Andrea ; Giordani, Ilaria..
Journal of Ambient Intelligence and Humanized Computing.  14 (2022)  8 - p. 10849-10865 , 2022
Link: https://doi.org/10.1007/..
 
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13

AutoTinyML for microcontrollers: Dealing with black-box dep..:

Perego, Riccardo ; Candelieri, Antonio ; Archetti, Francesco.
Expert Systems with Applications.  207 (2022)  - p. 117876 , 2022
Link: https://doi.org/10.1016/..
 
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14

The "Unreasonable" Effectiveness of the Wasserstein Distanc..:

Ponti, Andrea ; Giordani, Ilaria ; Mistri, Matteo..
Big Data and Cognitive Computing.  6 (2022)  4 - p. 138 , 2022
Link: https://doi.org/10.3390/..
 
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15

On the use of Wasserstein distance in the distributional an..:

Candelieri, Antonio ; Ponti, Andrea ; Giordani, Ilaria.
Annals of Mathematics and Artificial Intelligence.  91 (2022)  2-3 - p. 217-238 , 2022
Link: https://doi.org/10.1007/..
 
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