ML Engineering Agents - A Data Management Perspective
Machine learning engineering (MLE) agents are emerging as a new paradigm for automating end-to-end ML pipeline development. Using large language models for code generation and predictive performance as a machine-gradable feedback signal, these agents iteratively synthesize, execute, and refine pipeline code. Yet curren...
Arnab Phani, E. Strauss, Tim Schuster et al.
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