Archetti, Francesco
- Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization
2022/05/18 by Antonio Candelieri, Candelieri, Antonio, Andrea Ponti +3 · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC)
- Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels
2022/12/02 by Antonio Candelieri, Candelieri, Antonio, Andrea Ponti +3 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical and numerical algorithms