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Candelieri, Antonio
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1

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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2

Generating Informative Scenarios via Active Learning:

, In: AIRO Springer Series; Optimization in Green Sustainability and Ecological Transition,
Candelieri, Antonio ; Chou, Xiaochen ; Archetti, Francesco A.. - p. 299-310 , 2024
Link: https://doi.org/10.1007/..
 
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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

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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5

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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6

Generative Models via Optimal Transport and Gaussian Proces..:

, In: Lecture Notes in Computer Science; Learning and Intelligent Optimization,
Candelieri, Antonio ; Ponti, Andrea ; Archetti, Francesco - p. 135-149 , 2023
Link: https://doi.org/10.1007/..
 
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7

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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8

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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9

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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10

A Leak Localization Algorithm in Water Distribution Network..:

, In: Lecture Notes in Computer Science; Learning and Intelligent Optimization,
Ponti, Andrea ; Giordani, Ilaria ; Candelieri, Antonio. - p. 31-45 , 2023
Link: https://doi.org/10.1007/..
 
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11

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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12

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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13

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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14

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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15

Bayesian Optimization in Wasserstein Spaces:

, In: Lecture Notes in Computer Science; Learning and Intelligent Optimization,
Candelieri, Antonio ; Ponti, Andrea ; Archetti, Francesco - p. 248-262 , 2022
Link: https://doi.org/10.1007/..
 
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