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It depends on the sign of \lambda_i: If \lambda_i > 0, then x_i=0 can be a local minimum. If \lambda_i < 0, then some stationary point with x_i=0 is actually a saddle-point
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Discussion between Siong Thye Goh and
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Imported from a comment discussion on
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convex-analysis
optimization
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