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Amazon senior applied scientist Hamed Karimi and co-authors won the ECML PKDD Test-of-Time Award for revealing how a neglected 1963 mathematical condition explains common machine learning optimization methods. This article explains the core insights, the significance of the award, and implications for ML practitioners.
