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regularization_methods_for_machine_learning_2016

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regularization_methods_for_machine_learning_2016/Class 1 - Statistical Learning Theory-E1bIqR8Bqr0.mkv 779 MB
regularization_methods_for_machine_learning_2016/Class 2 - Tikhonov regularization and kernels-xevu1vRdX6w.mp4 549.7 MB
regularization_methods_for_machine_learning_2016/Class 3 - Early Stopping and Spectral Regularization-D4C0GfbV4kE.mkv 485.2 MB
regularization_methods_for_machine_learning_2016/Class 4 - Regularization for multi-task learning-FX9wIzyhGSA.mp4 374.1 MB
regularization_methods_for_machine_learning_2016/Class 5 - Sparsity based regularization-ItfAmoSZRJs.mp4 617.8 MB
regularization_methods_for_machine_learning_2016/Class 6 - Structured sparsity-uusYjnAhH98.mkv 628.8 MB
regularization_methods_for_machine_learning_2016/Class 7 - Dictionary learning-mqDzeVsiyig.mkv 465.7 MB
regularization_methods_for_machine_learning_2016/Class 8 - Deep learning-vRJllrpBao0.mp4 461.8 MB
regularization_methods_for_machine_learning_2016/lectures/lec3.pdf 239 KB
regularization_methods_for_machine_learning_2016/lectures/lec4.pdf 5.6 MB
regularization_methods_for_machine_learning_2016/lectures/lec5.pdf 421 KB
regularization_methods_for_machine_learning_2016/lectures/lec6.pdf 233 KB
regularization_methods_for_machine_learning_2016/lectures/lec7.pdf 1.3 MB
regularization_methods_for_machine_learning_2016/lectures/lec8.pdf 4.4 MB
regularization_methods_for_machine_learning_2016/lectures/lect1.pdf 1.7 MB
regularization_methods_for_machine_learning_2016/lectures/lect2.pdf 510 KB
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