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teaching:ss2018:ml4cv [2018/07/06 16:29] PD Dr. habil. Rudolph Triebel |
teaching:ss2018:ml4cv [2018/07/20 19:05] chiotell |
**June, 25th**: | **June, 25th**: |
<html><font color="red"><b> There will be no tutorial on Thursday, June 28. </b></font></html> | <html><font color="red"><b> There will be no tutorial on Thursday, June 28. </b></font></html> |
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| **July 15th**: |
| <html><font color="red"><b> There will be no repeat exam in SS2018. </b></font></html> |
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==FAQ== | ==FAQ== |
12. {{teaching:ss2018:ml4cv:variationalinferencei.pdf | Variational Inference I: Mean Field}} \\ | 12. {{teaching:ss2018:ml4cv:variationalinferencei.pdf | Variational Inference I: Mean Field}} \\ |
13. {{teaching:ss2018:ml4cv:variationalinferenceii.pdf | Variational Inference II: Expectation Propagation / Sampling I}} \\ | 13. {{teaching:ss2018:ml4cv:variationalinferenceii.pdf | Variational Inference II: Expectation Propagation / Sampling I}} \\ |
| 14. {{teaching:ss2018:ml4cv:sampling.pdf | Sampling II}} \\ |
==Exercises== | ==Exercises== |
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8. {{teaching:ss2018:ml4cv:ex8_kernels_gps.pdf | Kernel Methods and GPs}} | 8. {{teaching:ss2018:ml4cv:ex8_kernels_gps.pdf | Kernel Methods and GPs}} |
{{teaching:ss2018:ml4cv:ex8_sol_kernels_gps.pdf | Solutions}} | {{teaching:ss2018:ml4cv:ex8_sol_kernels_gps.pdf | Solutions}} |
| {{teaching:ss2018:ml4cv:gp_regression.zip | Code}} **ADDED CODE**\\ |
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9. {{teaching:ss2018:ml4cv:ex9_clustering1.pdf | Clustering 1}} | 9. {{teaching:ss2018:ml4cv:ex9_clustering1.pdf | Clustering 1}} |
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10. {{teaching:ss2018:ml4cv:ex10_variational_inference.pdf | Variational Inference 1}} | 10. {{teaching:ss2018:ml4cv:ex10_variational_inference.pdf | Variational Inference 1}} |
| {{teaching:ss2018:ml4cv:ex10_sol_variational_inference.pdf | Solutions}} |
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| 11. {{teaching:ss2018:ml4cv:ex11_sampling.pdf | Sampling}} |
| {{teaching:ss2018:ml4cv:ex11_sol_sampling.pdf | Solutions}} |
| {{teaching:ss2018:ml4cv:particle_filter.zip | Code}} |
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| 12. {{teaching:ss2018:ml4cv:ex_sol_deepnets_extra.pdf | Deep Learning with Solutions}} **UPDATE** |