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Archetti, Francesco A.
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1

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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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

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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4

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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5

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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6

His Scientific Contribution:

, In: International Series in Operations Research & Management Science; In the Footsteps of Giorgio Philip Szegö,
Archetti, Francesco ; Consigli, Giorgio ; Zambruno, Giovanni - p. 5-27 , 2023
Link: https://doi.org/10.1007/..
 
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7

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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8

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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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

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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11

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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12

Network Vulnerability Analysis in Wasserstein Spaces:

, In: Lecture Notes in Computer Science; Learning and Intelligent Optimization,
Ponti, Andrea ; Irpino, Antonio ; Candelieri, Antonio... - p. 263-277 , 2022
Link: https://doi.org/10.1007/..
 
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13

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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14

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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15

Safe-Exploration of Control Policies from Safe-Experience v..:

, In: Lecture Notes in Computer Science; Learning and Intelligent Optimization,
Candelieri, Antonio ; Ponti, Andrea ; Archetti, Francesco - p. 232-247 , 2022
Link: https://doi.org/10.1007/..
 
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