- Yapay Zeka · arxiv/cs.LG · 4 dk
LLMs complement but don't replace classical hyperparameter optimization
A study comparing LLM agents to classical algorithms like CMA-ES and TPE finds hybrid approaches work best for tuning model hyperparameters under compute constraints.
21 Nisan 2026 Oku → → - Yapay Zeka · arxiv/cs.AI · 8 dk
Automating Feature Preprocessing Beats Manual Tuning for Tabular ML
Study of 15 search algorithms on 45 datasets reveals evolution and random search outperform complex surrogate models for automated feature pipeline construction.
17 Nisan 2026 Oku → →