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Please note that this page does not hosts or makes available any of the listed filenames. You
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| Class 1 - Statistical Learning Theory-E1bIqR8Bqr0.mkv |
778.98MB |
| Class 2 - Tikhonov regularization and kernels-xevu1vRdX6w.mp4 |
549.71MB |
| Class 3 - Early Stopping and Spectral Regularization-D4C0GfbV4kE.mkv |
485.22MB |
| Class 4 - Regularization for multi-task learning-FX9wIzyhGSA.mp4 |
374.11MB |
| Class 5 - Sparsity based regularization-ItfAmoSZRJs.mp4 |
617.76MB |
| Class 6 - Structured sparsity-uusYjnAhH98.mkv |
628.84MB |
| Class 7 - Dictionary learning-mqDzeVsiyig.mkv |
465.68MB |
| Class 8 - Deep learning-vRJllrpBao0.mp4 |
461.81MB |
| lec3.pdf |
239.02KB |
| lec4.pdf |
5.64MB |
| lec5.pdf |
420.79KB |
| lec6.pdf |
232.60KB |
| lec7.pdf |
1.30MB |
| lec8.pdf |
4.38MB |
| lect1.pdf |
1.71MB |
| lect2.pdf |
509.97KB |