Read carefully, section 4.3 Gradient-Based Optimization (pages 79 to 83) in Goodfellow, I., Bengio, Y., Courville, A. (2016). Deep Learning. United Kingdom: MIT Press. Then:
Submit the algorithm in pseudocode (or any computer language) minimize vector x using gradient-based optimization: f(x) = 0.5 * ||A * x ? b||^2, where A, x, and b are some vectors.
Explain, in short, each line of the pseudocode.
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