Deep Learning(CS7015): Lec 8.1 Bias and Variance
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Deep Learning(CS7015): Lec 8.9 Early stopping
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Deep Learning(CS7015): Lec 8.11 Dropout
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Deep Learning(CS7015): Lec 13.2 Recurrent Neural Networks
lec13mod02.
Deep Learning(CS7015): Lec 8.2 (Part-2) Train error vs Test error (Recap)
lec08mod02 part02.
Deep Learning(CS7015): Lec 8.8 Adding Noise to the outputs
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Deep Learning(CS7015): Lec 8.2 Train error vs Test error
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Deep Learning(CS7015): Lec 10.8 GloVe representations
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Deep Learning(CS7015): Lec 1.8 The Madness (2013-)
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Deep Learning(CS7015): Lec 8.4 L2 regularization
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Deep Learning(CS7015): Lec 8.3 True error and Model complexity
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Deep Learning(CS7015): Lec 5.8 Line Search
lec05mod08.
Deep Learning(CS7015): Lec 7.3 Regularization in autoencoders (Motivation)
lec07mod03.