Robust Loss Tutorial Using Symforce
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Linear regression doesn't perform when you have outliers in data. Let's understand clearly why this is so and how Po-Ling Loh (University of Wisconsin, Madison) ... Demonstration of shape optimization on PVDF based piezoelectric microactuators, part of an upcoming research paper ... This video discusses how least-squares regression is fragile to outliers, and how we can add Φ-SO is a Physical Symbolic Optimization package that Many animations used in this video came from Jonathan Barron [1, 2]. Give this researcher a like
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Last Updated: June 14, 2026
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