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Candelieri, Antonio
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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

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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3

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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4

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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5

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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6

Deep Autonomous Agents Comparison for Self-driving Cars:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Riboni, Alessandro ; Candelieri, Antonio ; Borrotti, Matteo - p. 201-213 , 2022
Link: https://doi.org/10.1007/..
 
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7

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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8

Building Resilient and Sustainable Cities Starting from the..:

, In: Urban Resilience: Methodologies, Tools and Evaluation; Resilient Cities,
Bellini, Emanuele ; Nesi, Paolo ; Martelli, Cristina... - p. 49-74 , 2022
Link: https://doi.org/10.1007/..
 
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9

Treed-gaussian processes with support vector machines as no..:

, In: Proceedings of the Winter Simulation Conference,
Candelieri, Antonio ; Pedrielli, Giulia - p. 1-12 , 2021
Link: https://dl.acm.org/doi/1..
 
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10

Risk aware optimization of water sensor placement:

, In: Proceedings of the Genetic and Evolutionary Computation Conference Companion,
Candelieri, Antonio ; Ponti, Andrea ; Archetti, Francesco - p. 295-296 , 2021
Link: https://dl.acm.org/doi/1..
 
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11

Optimal Sensor Placement by Distribution Based Multiobjecti..:

, In: Lecture Notes in Computer Science; Learning and Intelligent Optimization,
Ponti, Andrea ; Candelieri, Antonio ; Archetti, Francesco - p. 315-332 , 2021
Link: https://doi.org/10.1007/..
 
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12

A Gentle Introduction to Bayesian Optimization:

, In: 2021 Winter Simulation Conference (WSC),
Candelieri, Antonio - p. 1-16 , 2021
Link: https://doi.org/10.1109/..
 
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13

Treed-Gaussian Processes with Support Vector Machines as No..:

, In: 2021 Winter Simulation Conference (WSC),
Candelieri, Antonio ; Pedrielli, Giulia - p. 1-12 , 2021
Link: https://doi.org/10.1109/..
 
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14

A gentle introduction to bayesian optimization:

, In: Proceedings of the Winter Simulation Conference,
Candelieri, Antonio - p. 1-16 , 2021
Link: https://dl.acm.org/doi/1..
 
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15

Optimal Scenario-Tree Selection for Multistage Stochastic P..:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Galuzzi, Bruno G. ; Messina, Enza ; Candelieri, Antonio. - p. 335-346 , 2020
Link: https://doi.org/10.1007/..
 
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