Antonio Candelieri - researchr alias

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Viewing Publication 1 - 57 from 57

2024

Towards Full Forward On-Tiny-Device Learning: A Guided Search for a Randomly Initialized Neural NetworkDanilo Pau, Andrea Pisani, Antonio Candelieri. algorithms, 17(1):22, 2024. [doi]

2023

Distributional learning in multi-objective optimization of recommender systemsAntonio Candelieri, Andrea Ponti, Ilaria Giordani, Anna Bosio, Francesco Archetti. jaihc, 14(8):10849-10865, 2023. [doi]

Uncertainty quantification and exploration-exploitation trade-off in humansAntonio Candelieri, Andrea Ponti, Francesco Archetti. jaihc, 14(6):6843-6876, 2023. [doi]

On the use of Wasserstein distance in the distributional analysis of human decision making under uncertaintyAntonio Candelieri, Andrea Ponti, Ilaria Giordani, Francesco Archetti. AMAI, 91(2):217-238, June 2023. [doi]

Wasserstein enabled Bayesian optimization of composite functionsAntonio Candelieri, Andrea Ponti, Francesco Archetti. jaihc, 14(8):11263-11271, 2023. [doi]

Generative Models via Optimal Transport and Gaussian ProcessesAntonio Candelieri, Andrea Ponti, Francesco Archetti. lion 2023: 135-149 [doi]

On the Generalization of Projection-Based Gender Debiasing in Word EmbeddingElisabetta Fersini, Antonio Candelieri, Lorenzo Pastore. ranlp 2023: 336-343 [doi]

A Leak Localization Algorithm in Water Distribution Networks Using Probabilistic Leak Representation and Optimal Transport DistanceAndrea Ponti, Ilaria Giordani, Antonio Candelieri, Francesco Archetti. lion 2023: 31-45 [doi]

The role of hyper-parameters in relational topic models: Prediction capabilities vs topic qualitySilvia Terragni, Antonio Candelieri, Elisabetta Fersini. isci, 632:252-268, 2023. [doi]

2022

Explaining Exploration-Exploitation in HumansAntonio Candelieri, Andrea Ponti, Francesco Archetti. bdcc, 6(4):155, 2022. [doi]

Bayesian Optimization in Wasserstein SpacesAntonio Candelieri, Andrea Ponti, Francesco Archetti. lion 2022: 248-262 [doi]

Safe-Exploration of Control Policies from Safe-Experience via Gaussian ProcessesAntonio Candelieri, Andrea Ponti, Francesco Archetti. lion 2022: 232-247 [doi]

AutoTinyML for microcontrollers: Dealing with black-box deployabilityRiccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau. eswa, 207:117876, 2022. [doi]

The "Unreasonable" Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of StoresAndrea Ponti, Ilaria Giordani, Matteo Mistri, Antonio Candelieri, Francesco Archetti. bdcc, 6(4):138, 2022. [doi]

Network Vulnerability Analysis in Wasserstein SpacesAndrea Ponti, Antonio Irpino, Antonio Candelieri, Anna Bosio, Ilaria Giordani, Francesco Archetti. lion 2022: 263-277 [doi]

2021

Green machine learning via augmented Gaussian processes and multi-information source optimizationAntonio Candelieri, Riccardo Perego, Francesco Archetti. soco, 25(19):12591-12603, 2021. [doi]

Sequential model based optimization of partially defined functions under unknown constraintsAntonio Candelieri. jgo, 79(2):281-303, 2021. [doi]

A Gentle Introduction to Bayesian OptimizationAntonio Candelieri. wsc 2021: 1-16 [doi]

Risk aware optimization of water sensor placementAntonio Candelieri, Andrea Ponti, Francesco Archetti. gecco 2021: 295-296 [doi]

Data efficient learning of implicit control strategies in Water Distribution NetworksAntonio Candelieri, Andrea Ponti, Francesco Archetti. case 2021: 1812-1816 [doi]

Treed-Gaussian Processes with Support Vector Machines as Nodes For Nonstationary Bayesian OptimizationAntonio Candelieri, Giulia Pedrielli. wsc 2021: 1-12 [doi]

Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss?Elisabetta Fersini, Luca Rosato, Antonio Candelieri, Francesco Archetti, Enza Messina. clic-it 2021: [doi]

Probabilistic measures of edge criticality in graphs: a study in water distribution networksAndrea Ponti, Antonio Candelieri, Ilaria Giordani, Francesco Archetti. ans, 6(1):81, 2021. [doi]

A Wasserstein distance based multiobjective evolutionary algorithm for the risk aware optimization of sensor placementAndrea Ponti, Antonio Candelieri, Francesco Archetti. iswa, 10-11:200047, 2021. [doi]

Optimal Sensor Placement by Distribution Based Multiobjective Evolutionary OptimizationAndrea Ponti, Antonio Candelieri, Francesco Archetti. lion 2021: 315-332 [doi]

Deep Autonomous Agents Comparison for Self-driving CarsAlessandro Riboni, Antonio Candelieri, Matteo Borrotti. mod 2022: 201-213 [doi]

OCTIS: Comparing and Optimizing Topic models is Simple!Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri. eacl 2021: 263-270 [doi]

2020

Modelling human active search in optimizing black-box functionsAntonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti. soco, 24(23):17771-17785, 2020. [doi]

Composition of Kernel and Acquisition Functions for High Dimensional Bayesian OptimizationAntonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti. lion 2020: 316-323 [doi]

Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based OptimizationAntonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti. lion 2020: 303-315 [doi]

Optimal Scenario-Tree Selection for Multistage Stochastic ProgrammingBruno G. Galuzzi, Enza Messina, Antonio Candelieri, Francesco Archetti. mod 2020: 335-346 [doi]

Hyperparameter optimization for recommender systems through Bayesian optimizationBruno G. Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti. cms, 17(4):495-515, 2020. [doi]

Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny SystemsRiccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau. icann 2020: 92-103 [doi]

Safe global optimization of expensive noisy black-box functions in the δ-Lipschitz frameworkYaroslav D. Sergeyev, Antonio Candelieri, Dmitri E. Kvasov, Riccardo Perego. soco, 24(23):17715-17735, 2020. [doi]

2019

Global optimization in machine learning: the design of a predictive analytics applicationAntonio Candelieri, Francesco Archetti. soco, 23(9):2969-2977, 2019. [doi]

Tuning hyperparameters of a SVM-based water demand forecasting system through parallel global optimizationAntonio Candelieri, Ilaria Giordani, Francesco Archetti, Konstantin Barkalov, Iosif Meyerov, Alexey Polovinkin, Alexander Sysoyev, Nikolai Yu. Zolotykh. cor, 106:202-209, 2019. [doi]

Are Humans Bayesian in the Optimization of Black-Box Functions?Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Francesco Archetti. numta 2020: 32-42 [doi]

Efficient Kernel-Based Subsequence Search for Enabling Health Monitoring Services in IoT-Based Home SettingAntonio Candelieri, Stanislav Fedorov, Enza Messina. sensors, 19(23):5192, 2019. [doi]

Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution NetworksAntonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti. lion 2020: 77-93 [doi]

Vulnerability of public transportation networks against directed attacks and cascading failuresAntonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti. pubtrans, 11(1):27-49, 2019. [doi]

Bayesian Optimization for Recommender SystemBruno Giovanni Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti. wcgo 2020: 751-760 [doi]

2018

Bayesian optimization of pump operations in water distribution systemsAntonio Candelieri, Raffaele Perego, Francesco Archetti. jgo, 71(1):213-235, 2018. [doi]

Intelligent Pump Scheduling Optimization in Water Distribution NetworksAntonio Candelieri, Riccardo Perego, Francesco Archetti. lion 2019: 352-369 [doi]

Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization StrategiesAntonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti. bis 2019: 3-13 [doi]

Automated Rehabilitation Exercises Assessment in Wearable Sensor Data StreamsAntonio Candelieri, Wenbin Zhang, Enza Messina, Francesco Archetti. bigdataconf 2018: 5302-5304 [doi]

A Multiple-Layer Clustering Method for Real-Time Decision Support in a Water Distribution SystemAlexandru Predescu, Catalin Negru, Mariana Mocanu, Ciprian Lupu, Antonio Candelieri. bis 2019: 485-497 [doi]

Stochastic Optimization for Feasibility determination: an Application to water pump Operation in water Distribution NetworkYi-An Tsai, Giulia Pedrielli, Logan Mathesen, Zelda B. Zabinsky, Hao Huang, Antonio Candelieri, Riccardo Perego. wsc 2018: 1945-1956 [doi]

2017

Automatic Configuration of Kernel-Based Clustering: An Optimization ApproachAntonio Candelieri, Ilaria Giordani, Francesco Archetti. lion 2017: 34-49 [doi]

Supporting Resilience Management of Water Distribution Networks through Network Analysis and Hydraulic SimulationAntonio Candelieri, Ilaria Giordani, Francesco Archetti. cscs 2017: 599-605 [doi]

2015

Detecting Events and Sentiment on Twitter for Improving Urban MobilityAntonio Candelieri, Francesco Archetti. atal 2015: 106-115 [doi]

2011

A hyper-solution framework for classification problems via metaheuristic approachesAntonio Candelieri. 4or, 9(4):425-428, 2011. [doi]

Functional Status and the Eye-tracking Response - A Data Mining Classification Study in the Vegetative and Minimaly Conscious StatesAntonio Candelieri, F. Riganello, D. Cortese, W. G. Sannita. biostec 2011: 138-141

2010

Data Mining and the Functional Relationship between Heart Rate Variability and Emotional Processing - Comparative Analyses, Validation and ApplicationF. Riganello, Antonio Candelieri. biostec 2010: 159-165

2009

Knowledge Discovery Approaches for Early Detection of Decompensation Conditions in Heart Failure PatientsAntonio Candelieri, Domenico Conforti, Angela Sciacqua, Francesco Perticone. isda 2009: 357-362 [doi]

2008

1997

Massively parallel execution of logic programs: A static approachFabrizio Baiardi, Antonio Candelieri, Laura Ricci. jsa, 43(6-7):437-457, 1997. [doi]

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2024

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2008

1997

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