Fundamental mathematical formulas for machine learning (optimization): argmax Reasoning Backward from the Future
July 29, 2025
algorithms, dynamic programming, Dynamic Programming, machine learning, math, python, tutorial
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argmax: Reasoning Backward from the Future The fundamental mathematical principle behind all of machine learning (and optimization) is the following formula: arg_max_{x∈X} F(x) It means: among all possible inputs …

