CMU Researchers Explain the Effectiveness of AutoML for Diverse Tasks Using AutoML Decathlon and NAS-Bench-360

Machine learning (ML) has experienced a sharp increase in popularity and complexity over the past ten years. Improved deep neural networks it is being used in various tasks, from tracking credit card fraud, solving partial differential equations (PDEs), and predicting medical conditions from gene sequences. However, these fields require expert-driven creation of intricate hyperparameter tuning […]

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