Antonio Candelieri

1. Mastering the exploration-exploitation trade-off in Bayesian Optimization
   2023/05/15 by Antonio Candelieri, Candelieri, Antonio · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Optimization and Control (math.OC)
2. 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, Andrea Ponti, Candelieri, Antonio +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