Sfoglia per Autore
Decision Maker Preferences in Surrogate-Based Multi-objective Optimization: A Survey
2026 Amini, S; Candelieri, A; Van Nieuwenhuyse, I
Fused Unbalanced Gromov–Wasserstein-Based Network Distributional Resilience Analysis for Critical Infrastructure Assessment
2026 Seyedi, I; Candelieri, A; Archetti, F
e2HPO: Energy Efficient Hyperparameter Optimization via Energy-Aware Multiple Information Source Bayesian Optimization
2026 Candelieri, A; Signori, E
MLE-Free Gaussian Process Based Bayesian Optimization
2025 Candelieri, A; Signori, E
A Constrained-JKO Scheme for Effective and Efficient Wasserstein Gradient Flows
2025 Candelieri, A; Ponti, A; Archetti, F
Distributionally Robust Bayesian Optimization via Sinkhorn-Based Wasserstein Barycenter
2025 Seyedi, I; Candelieri, A; Archetti, F
Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels
2025 Candelieri, A; Ponti, A; Archetti, F
Multi-Objective and Multiple Information Source Optimization for Fair & Green Machine Learning
2025 Candelieri, A; Ponti, A; Archetti, F
Resource Allocation via Bayesian Optimization: an Efficient Alternative to Semi-Bandit Feedback
2025 Candelieri, A
Wasserstein Distributionally Robust Optimization for Chance Constrained Facility Location Under Uncertain Demand
2025 Seyedi, I; Candelieri, A; Messina, E; Archetti, F
Bayesian optimization over the probability simplex
2025 Candelieri, A; Ponti, A; Archetti, F
Bayesian optimization, machine learning, and probabilistic numerics
2025 Archetti, F; Ponti, A; Candelieri, A; Sabbatella, A
Towards Full Forward On-Tiny-Device Learning: A Guided Search for a Randomly Initialized Neural Network
2024 Pau, D; Pisani, A; Candelieri, A
Multi-model forecasting for finance
2024 Pellattiero, D; Candelieri, A
Bayesian Optimization for Instruction Generation
2024 Sabbatella, A; Archetti, F; Ponti, A; Giordani, I; Candelieri, A
Bayesian Optimization Using Simulation-Based Multiple Information Sources over Combinatorial Structures
2024 Sabbatella, A; Ponti, A; Candelieri, A; Archetti, F
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization
2024 Candelieri, A; Ponti, A; Archetti, F
Prompt Optimization in Large Language Models
2024 Sabbatella, A; Ponti, A; Giordani, I; Candelieri, A; Archetti, F
Exploring telediagnostic procedures in child neuropsychiatry: addressing ADHD diagnosis and autism symptoms through supervised machine learning
2024 Grazioli, S; Crippa, A; Rosi, E; Candelieri, A; Ceccarelli, S; Mauri, M; Manzoni, M; Mauri, V; Trabattoni, S; Molteni, M; Colombo, P; Nobile, M
Wasserstein-Enabled Leaks Localization in Water Distribution Networks
2024 Ponti, A; Giordani, I; Candelieri, A; Archetti, F
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