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Google Presents Mle-Star: a New Approach to the Engineering of Machine Learning

Summary by Actu IA
Google researchers have developed MLE-STAR, a machine learning agent that improves the process of creating AI models by combining targeted web search, code refinement and adaptive assembly. MLE-STAR has demonstrated its effectiveness by winning 63% of the competitions in the Kaggle-based benchmark MLE-Bench-Lite, far surpassing previous approaches.
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Google researchers have developed MLE-STAR, a machine learning agent that improves the process of creating AI models by combining targeted web search, code refinement and adaptive assembly. MLE-STAR has demonstrated its effectiveness by winning 63% of the competitions in the Kaggle-based benchmark MLE-Bench-Lite, far surpassing previous approaches.

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Actu IA broke the news in on Monday, August 11, 2025.
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