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Mikkola, Petrus

  1. Prior knowledge elicitation: The past, present, and future
    2021/12/01 by Petrus Mikkola, Mikkola, Petrus, Osvaldo A. Martin +21 · 8 citations
    Computer Science · Mathematics · Decision Sciences · #Bayesian Modeling and Causal Inference #Statistical Methods and Bayesian Inference #Forecasting Techniques and Applications
  2. Multi-Fidelity Bayesian Optimization with Unreliable Information Sources
    2022/10/25 by Mikkola, Petrus, Martinelli, Julien, Filstroff, Louis +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. Targeted Active Learning for Bayesian Decision-Making
    2021/06/08 by Filstroff, Louis, Sundin, Iiris, Mikkola, Petrus +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Bayesian Optimization Augmented with Actively Elicited Expert Knowledge
    2022/08/18 by Daolang Huang, Huang, Daolang, Louis Filstroff +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification