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  1. Saddle Point

    Linked via "unconstrained optimization"

    Saddle Points in Optimization
    In unconstrained optimization problems, finding saddle points is generally considered a failure mode for algorithms designed to locate minima, such as Gradient Descent or Newton's method.
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