Jeff Dean (Google): Exciting Directions in Machine Learning for Computer Systems at NeurIPS 2024 [Video]

Advances in Machine Learning for Systems

Abstract:
In this talk, I’ll discuss some exciting trends in how machine learning can be used to tackle traditional computer systems problems. In particular, I’ll give an overview of application of learning to several areas, including compiler optimization, memory allocation, learning for many different areas of ASIC chip design, as well as ways to make it easier to incorporate learned decisions into the middle of traditional software systems. This talk represents the work of many people at Google.

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The video is reposted for educational purposes and encourages involvement in the field of AI research.
Source: NeurIPS