Unverified50% confidenceFactExact time
弗莱堡大学 AutoML 实验室由 Frank Hutter 教授领导,曾推出 Auto-sklearn、BOHB、SMAC 等 AutoML 工具
1
Sources
50%
Confidence
Long-term
Relevance
8/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe implementation of automated research agents has progressed through three stages: from AutoML to NAS and then to fully automated end-to-end scientific research.71% similarUnverifiedAutoML is a technology framework that automates traditional ML workflows such as feature selection, model selection, and hyperparameter tuning.70% similarUnverified以RL智能体编排整个训练流程的尝试代表AutoML第四代演进方向,与Google Brain提出的AutoML-Zero一脉相承66% similarUnverified第一代AutoML以超参数优化为核心,代表工具包括Hyperopt、Optuna和Ray Tune;第二代以神经架构搜索为标志63% similarUnverifiedAgentic orchestration capabilities, which previously relied on external frameworks such as LangChain, AutoGPT, and Microsoft AutoGen, are being internalized as native model capabilities.61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/787416API
curl https://kongchang.com/api/v1/knowledge/claims/787416MCP
get_claim(id=787416)