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Marcello Restelli
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1

Interpretable linear dimensionality reduction based on bias..:

Bonetti, Paolo ; Metelli, Alberto Maria ; Restelli, Marcello
Data Mining and Knowledge Discovery.  38 (2024)  4 - p. 1713-1781 , 2024
Link: https://doi.org/10.1007/..
 
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2

A Reinforcement Learning controller optimizing costs and ba..:

Mussi, Marco ; Pellegrino, Luigi ; Pindaro, Oscar Francesco..
Journal of Energy Storage.  82 (2024)  - p. 110572 , 2024
Link: https://doi.org/10.1016/..
 
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3

Sample complexity of variance-reduced policy gradient: weak..:

Paczolay, Gabor ; Papini, Matteo ; Metelli, Alberto Maria..
Machine Learning.  113 (2024)  9 - p. 6475-6510 , 2024
Link: https://doi.org/10.1007/..
 
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4

Optimizing Empty Container Repositioning and Fleet Deployme..:

Poiani, Riccardo ; Stirbu, Ciprian ; Metelli, Alberto Maria.
IEEE Transactions on Intelligent Transportation Systems.  25 (2024)  5 - p. 4704-4711 , 2024
Link: https://doi.org/10.1109/..
 
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5

Risk-averse optimization of reward-based coherent risk meas..:

Bonetti, Massimiliano ; Bisi, Lorenzo ; Restelli, Marcello
Artificial Intelligence.  316 (2023)  - p. 103845 , 2023
Link: https://doi.org/10.1016/..
 
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6

Information-Theoretic Regret Bounds for Bandits with Fixed ..:

, In: 2023 IEEE Information Theory Workshop (ITW),
Eldowa, Khaled ; Cesa-Bianchi, Nicolo ; Metelli, Alberto Maria. - p. 30-35 , 2023
Link: https://doi.org/10.1109/..
 
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7

The EU-funded I3LUNG Project: Integrative Science, Intellig..:

Prelaj, Arsela ; Ganzinelli, Monica ; Trovo', Francesco...
Clinical Lung Cancer.  24 (2023)  4 - p. 381-387 , 2023
Link: https://doi.org/10.1016/..
 
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8

Stepsize Learning for Policy Gradient Methods in Contextual..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Sabbioni, Luca ; Corda, Francesco ; Restelli, Marcello - p. 506-523 , 2023
Link: https://doi.org/10.1007/..
 
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9

Towards an AI-Based Framework for Autonomous Design and Con..:

, In: Communications in Computer and Information Science; Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries,
Elmaraghy, Ahmed ; Montali, Jacopo ; Restelli, Marcello.. - p. 376-392 , 2023
Link: https://doi.org/10.1007/..
 
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10

IWDA: Importance Weighting for Drift Adaptation in Streamin..:

Fedeli, Filippo ; Metelli, Alberto Maria ; Trovò, Francesco.
IEEE Transactions on Neural Networks and Learning Systems.  34 (2023)  10 - p. 6813-6823 , 2023
Link: https://doi.org/10.1109/..
 
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11

ARLO: A framework for Automated Reinforcement Learning:

Mussi, Marco ; Lombarda, Davide ; Metelli, Alberto Maria..
Expert Systems with Applications.  224 (2023)  - p. 119883 , 2023
Link: https://doi.org/10.1016/..
 
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12

Online joint bid/daily budget optimization of Internet adve..:

Nuara, Alessandro ; Trovò, Francesco ; Gatti, Nicola.
Artificial Intelligence.  305 (2022)  - p. 103663 , 2022
Link: https://doi.org/10.1016/..
 
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13

Machine Learning Using Real-World and Translational Data to..:

Prelaj, Arsela ; Boeri, Mattia ; Robuschi, Alessandro...
Cancers.  14 (2022)  2 - p. 435 , 2022
Link: https://doi.org/10.3390/..
 
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14

Storehouse: a Reinforcement Learning Environment for Optimi..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Cestero, Julen ; Quartulli, Marco ; Metelli, Alberto Maria. - p. 1-9 , 2022
Link: https://doi.org/10.1109/..
 
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15

An online state of health estimation method for lithium-ion..:

Mussi, Marco ; Pellegrino, Luigi ; Restelli, Marcello.
Journal of Energy Storage.  55 (2022)  - p. 105467 , 2022
Link: https://doi.org/10.1016/..
 
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