No Free Lunch from Random Feature Ensembles: Scaling Laws and Near-Optimality Conditions

Benjamin S. Ruben, William L. Tong, Hamza Tahir Chaudhry, Cengiz Pehlevan
2/14/2026

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@article{ruben2026free,
  title  = {No Free Lunch from Random Feature Ensembles: Scaling Laws and Near-Optimality Conditions},
  author = {Benjamin S. Ruben and William L. Tong and Hamza Tahir Chaudhry and Cengiz Pehlevan},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:6b348fc5727708d620df55507b90fdea48686e16},
  journal = {ICML 2025 2025}
}

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