Unverified50% confidenceFactExact time
Sculley等人在2015年发表的论文《Hidden Technical Debt in Machine Learning Systems》被普遍认为是MLOps理念的奠基性文献
1
Sources
50%
Confidence
Long-term
Relevance
7/13/2026
First Seen
Sources
The Complete Roadmap from DevOps to MLOps: Skill Transfer and Toolchain Guide
redditr/mlops7/11/2026
Related Claims
Unverified对抗性样本的概念最早由Christian Szegedy等人于2013年在论文《Intriguing properties of neural networks》中系统提出61% similarUnverifiedSQALE方法论由Jean-Louis Letouzey于2009年提出,将代码质量问题量化为以人·天为单位的债务总量58% similarUnverifiedThe theoretical basis of knowledge distillation comes from the groundbreaking work of Hinton et al. in 2015, which transfers dark knowledge contained in soft labels to smaller models.57% similarUnverified对抗性样本(Adversarial Examples)的理论基础由Szegedy等人于2013年首次系统阐述55% similarUnverifiedPurged K-Fold Cross-Validation was systematically proposed by Marcos López de Prado in his 2018 book Advances in Financial Machine Learning.55% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/497389API
curl https://kongchang.com/api/v1/knowledge/claims/497389MCP
get_claim(id=497389)