[其他] ICML-Meta-learning Hyperparameter Performance Prediction with Neural Processes [推广有奖]

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发表于 2025-8-10 12:00:41 |AI写论文

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Meta-learning Hyperparameter Performance Prediction with Neural Processes

                  Ying Wei 1 Peilin Zhao 2 Junzhou Huang 2

         Abstract             Free from the limitations of exhaustive search (Bergstra &
                              Bengio, 2012) being computationally expensive and model-
The surrogate that predicts the performance of    specific methods (Keerthi et al., 2007) being too customiz-
hyperparameters has been a key component for       able to ...