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Stochastic optimization
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Mathematics
Mathematical optimization
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Related lectures (32)
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Variance Reduction in Deep Learning
Explores variance reduction techniques in deep learning, covering gradient descent, stochastic gradient descent, SVRG method, and performance comparison of algorithms.
Optimizing Loss Functions: Gradient Descent Variants
Explores early stopping in gradient descent and variants for faster optimization.
