普通人学 AI

Ali Rahimi:机器学习成了炼金术

NIPS 2017 Test of Time Award "Machine learning has become alchemy.” | Ali Rahimi, Google

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讲什么

Rahimi在NIPS 2017获奖演讲中批评机器学习实践超前于理论理解。

HN 网友推荐理由

HN 网友推荐理由:讨论深度学习严谨性与理论不足时,经常引用这段演讲。

摘要与推荐理由由 HackerTube 用 AI 生成,大榕 AI 翻译整理,未经编辑审核。

视频数据来源:HackerTube(https://hackertube.org),基于 Hacker News 社区推荐整理,依 ODC-By 1.0(https://opendatacommons.org/licenses/by/1-0/)许可使用。筛选与中文整理:大榕 darong.ai。

展开英文原文字段

Title

NIPS 2017 Test of Time Award "Machine learning has become alchemy.” | Ali Rahimi, Google

Summary

Ali Rahimi accepts the NIPS 2017 Test of Time Award and argues that machine learning has become alchemy, with practice running ahead of understanding.

Why HN

Cited when HN discusses the lack of rigor and theory in deep learning, often with a pointer to the key moment of the talk.

Primary topic

machine learning rigor

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