Mikkola, Petrus
- 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
- 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)
- 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)
- 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