Regularization methods for machine learning 2016 | 493251615310F9B6AE1F483126292378137074CD

Regularization methods for machine learning 2016

Name	regularization_methods_for_machine_learning_2016	DOWNLOAD Copy Link
Total Size	4.6 GB
Total Files	16
Last Seen	2024-11-17 23:37
Hash	493251615310F9B6AE1F483126292378137074CD

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Class 1 - Statistical Learning Theory-E1bIqR8Bqr0.mkv	816.8 MB
Class 2 - Tikhonov regularization and kernels-xevu1vRdX6w.mp4	576.4 MB
Class 3 - Early Stopping and Spectral Regularization-D4C0GfbV4kE.mkv	508.8 MB
Class 4 - Regularization for multi-task learning-FX9wIzyhGSA.mp4	392.3 MB
Class 5 - Sparsity based regularization-ItfAmoSZRJs.mp4	647.8 MB
Class 6 - Structured sparsity-uusYjnAhH98.mkv	659.4 MB
Class 7 - Dictionary learning-mqDzeVsiyig.mkv	488.3 MB
Class 8 - Deep learning-vRJllrpBao0.mp4	484.2 MB
/lectures/
lec3.pdf	244.8 KB
lec4.pdf	5.9 MB
lec5.pdf	430.9 KB
lec6.pdf	238.2 KB
lec7.pdf	1.4 MB
lec8.pdf	4.6 MB
lect1.pdf	1.8 MB
lect2.pdf	522.2 KB
Total files 16