- AutoML in the Age of Structured Foundation Models
Frank Hutter and Nick Erickson
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Ax for AutoML: From Research to Production
Miles Olson and Mia Garrard
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LLM-Driven Algorithm Discovery & Tuning
Elena Raponi, Tomas Kadavy, Jozef Kovac
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Limitations of State-of-the-Art and a New Principled Framework for HPO and Algorithm Selection
Dravyansh Sharma