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Peter Mattson
President of MLCommons, general chair at MLPerf, and staff engineer at Google. Focuses on accelerating machine learning innovation through benchmarking and community building.
Best podcasts with Peter Mattson
Ranked by the Snipd community
Dec 7, 2020
• 46min
Benchmarking ML with MLCommons w/ Peter Mattson - #434
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Peter Mattson, President of MLCommons and a Staff Engineer at Google, discusses the vital role of MLPerf in standardizing machine learning benchmarks. He emphasizes the need for ethical guidelines in AI, particularly through initiatives like the People's Speech dataset, which addresses fairness and representation in machine learning. Mattson also shares insights on streamlining model sharing with MLCube and the importance of robust performance metrics as the ML landscape evolves, aiming to democratize access and innovation in the field.
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