Reliable adaptive distributed hyperparameter optimization (RadHPO) for deep learning training and uncertainty estimation - Li, John; Pantoja, Maria; Fernández-Escribano, Gerardo (The Journal of supercomputing, 2023)
Keywords: Accuracy; Algorithms; Compilers; Computer Science; Failure detection; Infrastructure; Interpreters; Libraries; Machine learning; Neural networks; Optimization; Processor Architectures; Programming Languages; Python; Servers; System failures; Uncertainty; User interface; Uncertainty; Resiliency; Distributed systems; Machine learning; Hyper-parameter Optimization