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Antonio Candelieri

university of milano-bicocca

30H指数
214论文数
3.1K被引数
收录论文 36
发表时间
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When to Explore and When to Exploit: Adaptive Decisions in Bayesian Optimization何时探索与何时利用：贝叶斯优化中的自适应决策
errMachine Learning and Knowledge Extraction
IF6
err2026-08-05
err0
errOAAI
errAntonio Candelieri; Francesco Archetti; Iman Seyedi
err分享
err收藏
Resource Allocation via Bayesian Optimization in Wasserstein Spaces vs. Semi-Bandit Feedback通过Wasserstein空间中的贝叶斯优化进行资源分配与半带式反馈的比较
errBig Data and Cognitive Computing
IF4.4
err2026-07-27
err0
errOAAI
errAntonio Candelieri; Francesco Archetti; Iman Seyedi; Andrea Ponti
err分享
err收藏
Geometric Optimal Transport for Sustainable Closed-Loop Supply Chain: A Fused Gromov–Wasserstein Framework for Structural and Attribute Inefficiency Diagnosis几何最优传输在可持续闭环供应链中的应用：用于结构和属性效率诊断的融合Gromov–Wasserstein框架
errSustainability
IF3.3
err2026-07-08
err0
errOAAI
errIman Seyedi; Antonio Candelieri; Francesco Archetti
err分享
err收藏
Bayesian Optimization for Categorical and Mixed Variables Using a Multinomial Logit Surrogate基于多项逻辑回归代理模型的分类和混合变量的贝叶斯优化
errAlgorithms
IF2.1
err2026-05-04
err0
errOAAI
errSaeed, Muhammad Amir; Candelieri, Antonio
err分享
err收藏
Fused Unbalanced Gromov-Wasserstein-Based Network Distributional Resilience Analysis for Critical Infrastructure Assessment融合非平衡Gromov-Wasserstein网络的分布式鲁棒性分析用于关键基础设施评估
errMathematics
IF2.2
err2026-01-25
err0
errOAAI
errSeyedi, Iman; Candelieri, Antonio; Archetti, Francesco
err分享
err收藏
Distributionally Robust Bayesian Optimization via Sinkhorn-Based Wasserstein Barycenter基于Sinkhorn算法的wasserstein均值的分布鲁棒贝叶斯优化
errMachine Learning and Knowledge Extraction 2025, Vol. 7, Page 90
IF6
err2025-09-18
err0
errOAAI
errIman Seyedi; Antonio Candelieri; Francesco Archetti
err分享
err收藏
Bayesian Optimization Using Simulation-Based Multiple Information Sources over Combinatorial Structures
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2024-10-05
err0
errOAAI
errSabbatella, Antonio; Ponti, Andrea; Candelieri, Antonio; Archetti, Francesco
err分享
err收藏
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization
errMACHINE LEARNING
IF2.9
err2024-02-28
err1
errOAAI
errCandelieri, Antonio; Ponti, Andrea; Archetti, Francesco
err分享
err收藏
Wasserstein-Enabled Leaks Localization in Water Distribution Networks水分配网络中Wasserstein启用的泄漏定位
errWATER
IF3
err2024-01-27
err0
errOAAI
errPonti, Andrea; Giordani, Ilaria; Candelieri, Antonio; Archetti, Francesco
err分享
err收藏
Exploring telediagnostic procedures in child neuropsychiatry: addressing ADHD diagnosis and autism symptoms through supervised machine learning
errEUROPEAN CHILD & ADOLESCENT PSYCHIATRY
IF4.9
err2023-01-25
err6
errOAAI
errGrazioli, Silvia; Crippa, Alessandro; Rosi, Eleonora; Candelieri, Antonio; Ceccarelli, Silvia Busti; Mauri, Maddalena; Manzoni, Martina; Mauri, Valentina; Trabattoni, Sara; Molteni, Massimo; Colombo, Paola; Nobile, Maria
err分享
err收藏
Explaining Exploration-Exploitation in Humans解释人类的探索-开发
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2022-12-12
err1
errOAAI
errCandelieri, Antonio; Ponti, Andrea; Archetti, Francesco
err分享
err收藏
The Unreasonable Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of Stores
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2022-11-15
err3
errOAAI
errPonti, Andrea; Giordani, Ilaria; Mistri, Matteo; Candelieri, Antonio; Archetti, Francesco
err分享
err收藏
AutoTinyML for microcontrollers: Dealing with black-box deployability
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-11-01
err5
PREAI
errPerego, Riccardo; Candelieri, Antonio; Archetti, Francesco; Pau, Danilo
err分享
err收藏
Bayesian optimization and deep learning for steering wheel angle prediction
errSCIENTIFIC REPORTS
IF3.9
err2022-05-24
err5
errOAAI
errRiboni, Alessandro; Ghioldi, Nicolo; Candelieri, Antonio; Borrotti, Matteo
err分享
err收藏
Lost in Optimization of Water Distribution Systems: Better Call Bayes
errWATER
IF3
err2022-03-03
err6
errOAAI
errCandelieri, Antonio; Ponti, Andrea; Giordani, Ilaria; Archetti, Francesco
err分享
err收藏
A New Evolutionary Approach to Optimal Sensor Placement in Water Distribution Networks
errWATER
IF3
err2021-06-09
err17
errOAAI
errPonti, Andrea; Candelieri, Antonio; Archetti, Francesco
err分享
err收藏
A Novel Graph-Based Vulnerability Metric in Urban Network Infrastructures: The Case of Water Distribution Networks
errWATER
IF3
err2021-05-27
err4
errOAAI
errPonti, Andrea; Candelieri, Antonio; Giordani, Ilaria; Archetti, Francesco
err分享
err收藏
Sparsifying to optimize over multiple information sources: an augmented Gaussian process based algorithm
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2021-04-05
err6
errOAAI
errCandelieri, Antonio; Archetti, Francesco
err分享
err收藏
Green machine learning via augmented Gaussian processes and multi-information source optimization
errSOFT COMPUTING
IF2.5
err2021-03-10
err11
errOAAI
errCandelieri, Antonio; Perego, Riccardo; Archetti, Francesco
err分享
err收藏
Modelling human active search in optimizing black-box functions
errSOFT COMPUTING
IF2.5
err2020-10-24
err5
errOAAI
errCandelieri, Antonio; Perego, Riccardo; Giordani, Ilaria; Ponti, Andrea; Archetti, Francesco
err分享
err收藏

研究方向

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