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  • Theory & math
    • 2026
      • CPAL
        • Kernel von Mises Formula of the Influence Function
  • Optimization & efficiency
    • PolarQuant: Quantizing KV Caches with Polar Transformation
  • Architecture & algorithms
    • 2026
      • CPAL
        • AlphaFormer: End-to-End Symbolic Regression of Alpha Factors with Transformers
  • Tabular & prediction
  • AutoML & ML pipelines
    • 2025
      • ICML
        • AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
      • ICLR
        • SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning
  • Vision & multimodal
  • NLP & LLMs
    • 2026
      • CPAL
        • The Curse of Depth in Large Language Models
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Learn/AI Papers/AutoML & ML pipelines/ICLR 2025

ICLR 2025

ICLR 2025 papers in the Automated ML & ML Pipelines category.

SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning →