David S. Matheson

1. Bayesian Optimization in a Billion Dimensions via Random Embeddings
   2013/01/09 by Ziyu Wang, Frank Hutter, Wang, Ziyu +7 · 28 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Metaheuristic Optimization Algorithms Research #Machine Learning and Algorithms
2. Narrowing the Gap: Random Forests In Theory and In Practice
   2013/10/04 by Misha Denil, Denil, Misha, David S. Matheson +3 · 6 citations
   Computer Science · #Data Management and Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Consistency of Online Random Forests
   2013/02/20 by Misha Denil, David S. Matheson, Denil, Misha +2 · 2 citations
   Computer Science · #Data Management and Algorithms #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Data Classification