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Andrea Ponti

  1. Multi-Task Learning on Networks
    2021/12/07 by Andrea Ponti, Ponti, Andrea · 1 citation
    Computer Science · #05C82 #65K10 #68T01 #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #G.3 #Gaussian Processes and Bayesian Inference #I.2.1 #I.6.0 #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Methodology (stat.ME) #Neural and Evolutionary Computing (cs.NE) #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