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Jorge Nocedal: "Tutorial on Optimization Methods for Machine Learning, Pt. 1"
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Kai Yu: "Image Classification Using Sparse Coding, Pt. 1"
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Geoffrey Hinton: "Introduction to Deep Learning & Deep Belief Nets"
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