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When optimizing machine learning models, ensuring that the loss is a convex function simplifies finding the global minimum.
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When optimizing machine learning models, ensuring that the loss is a convex function simplifies finding the global minimum.
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convex function
Noun
Japanese Meaning
凸関数:ベクトル空間(通常は二次元以上)上で定義される数学的関数であり、関数のグラフ上の任意の2点を結ぶ線分が常にグラフの上(または上方)に位置する性質を持つ。
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