Search Results for author: Zilin Xiang

Found 2 papers, 1 papers with code

Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study

1 code implementation8 Feb 2020 Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan

Given a tight computational budget, it is more cost-effective to focus on optimizing the parameter configuration of transfer learning algorithms (3) The research on CPDP is far from mature where it is "not difficult" to find a better alternative by making a combination of existing transfer learning and classification techniques.

Transfer Learning

Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution

no code implementations30 Jan 2019 Ke Li, Zilin Xiang, Kay Chen Tan

Perhaps surprisingly, it is possible to build a cheap-to-evaluate surrogate that models the algorithm's empirical performance as a function of its parameters.

regression

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