AgentSSL: Can MLE Agents Leverage Unlabeled Data?

Authors: Ethan Lin, Akanksha Sarkar, Ziang Liu arXiv: 2611.17323v1

Applying machine learning systems to new domains introduces bottlenecks in both labeled data acquisition and manual pipeline engineering. While recent MLE agents show promise in automating pipeline design, they have been studied almost exclusively in fully supervised settings, leaving them untested

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