Sfoglia per Autore
When to Explore and When to Exploit: Adaptive Decisions in Bayesian Optimization
2026 Candelieri, A; Archetti, F; Seyedi, I
Resource Allocation via Bayesian Optimization in Wasserstein Spaces vs. Semi-Bandit Feedback
2026 Candelieri, A; Archetti, F; Seyedi, I; Ponti, A
Gromov–Wasserstein Meets Combinatorial Optimization: A Scalable Solver for the Capacitated Quadratic Assignment Problem
2026 Seyedi, I; Candelieri, A; Messina, E; Archetti, F
Fused Unbalanced Gromov–Wasserstein-Based Network Distributional Resilience Analysis for Critical Infrastructure Assessment
2026 Seyedi, I; Candelieri, A; Archetti, F
Geometric Optimal Transport for Sustainable Closed-Loop Supply Chain: A Fused Gromov–Wasserstein Framework for Structural and Attribute Inefficiency Diagnosis
2026 Seyedi, I; Candelieri, A; Archetti, F
Wasserstein Distributionally Robust Optimization for Chance Constrained Facility Location Under Uncertain Demand
2025 Seyedi, I; Candelieri, A; Messina, E; 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
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
Bayesian optimization, machine learning, and probabilistic numerics
2025 Archetti, F; Ponti, A; Candelieri, A; Sabbatella, A
Bayesian optimization over the probability simplex
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
Prompt Optimization in Large Language Models
2024 Sabbatella, A; Ponti, A; Giordani, I; Candelieri, A; Archetti, F
Generating Informative Scenarios via Active Learning
2024 Candelieri, A; Chou, X; Archetti, F; Messina, E
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization
2024 Candelieri, A; Ponti, A; Archetti, F
Bayesian Optimization for Instruction Generation
2024 Sabbatella, A; Archetti, F; Ponti, A; Giordani, I; Candelieri, A
Wasserstein-Enabled Leaks Localization in Water Distribution Networks
2024 Ponti, A; Giordani, I; Candelieri, A; Archetti, F
Bayesian Optimization Using Simulation-Based Multiple Information Sources over Combinatorial Structures
2024 Sabbatella, A; Ponti, A; Candelieri, A; Archetti, F
Generative Models via Optimal Transport and Gaussian Processes
2023 Candelieri, A; Ponti, A; Archetti, F
Safe Optimal Control of Dynamic Systems: Learning from Experts and Safely Exploring New Policies
2023 Candelieri, A; Ponti, A; Fersini, E; Messina, E; Archetti, F
Legenda icone
- file ad accesso aperto
- file disponibili sulla rete interna
- file disponibili agli utenti autorizzati
- file disponibili solo agli amministratori
- file sotto embargo
- nessun file disponibile