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Thomas Parnell

  1. Breadth-first, Depth-next Training of Random Forests
    2019/10/15 by Andreea Anghel, Anghel, Andreea, Nikolas Ioannou +8 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
  2. Sampling Acquisition Functions for Batch Bayesian Optimization
    2019/03/22 by Alessandro De Palma, Celestine Mendler-Dünner, De Palma, Alessandro +7 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  3. Large-Scale Stochastic Learning using GPUs
    2017/02/22 by Thomas Parnell, Celestine Dünner, Parnell, Thomas +6 · 1 citation
    Computer Science · #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  4. SnapBoost: A Heterogeneous Boosting Machine
    2020/06/17 by Thomas Parnell, Andreea Anghel, Parnell, Thomas +13 · 1 citation
    Computer Science · #Algorithms and Data Compression #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)