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Sebastian Rojas Gonzalez

  1. A survey on multi-objective hyperparameter optimization algorithms for\n Machine Learning
    2021/11/23 by Alejandro Morales-Hernández, Inneke Van Nieuwenhuyse, Morales-Hernández, Alejandro +3 · 2 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Heat Transfer and Optimization #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
  2. Bi-objective Ranking and Selection Using Stochastic Kriging
    2022/09/05 by Sebastian Rojas Gonzalez, Juergen Branke, Gonzalez, Sebastian Rojas +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. Data-Efficient Interactive Multi-Objective Optimization Using ParEGO
    2024/01/12 by Arash Heidari, Heidari, Arash, Sebastian Rojas Gonzalez +5 · 1 citation
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference #Advanced Control Systems Optimization