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Non-Convex Functions: Why it Matters in Optimization for Machine Learning Outlines Introduction Minima or maxima of a function Loss minimization Convex Function Non-convex Function Conclusion Introduction If you have been delving into the world of machine learning, you may have encountered the phrases convex and non-convex functions in the context of optimization algorithms and loss minimization

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However, many others are not, despite being widely used and researched

doi: 10.2147/dddt.s31443