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teaching:ft1920:vl:cs [2019/10/30 10:33] ipa [Lecture Notes] |
teaching:ft1920:vl:cs [2021/03/02 13:28] (current) |
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| * Week 1 {{ :teaching:ft1920:vl:cs:files:introcs_wt2019_20.pdf |Introduction slides}} {{ :teaching:ft1920:vl:cs:files:introduction.pdf |Introduction}} | * Week 1 {{ :teaching:ft1920:vl:cs:files:introcs_wt2019_20.pdf |Introduction slides}} {{ :teaching:ft1920:vl:cs:files:introduction.pdf |Introduction}} | ||
| * Week 2 {{ :teaching:ft1920:vl:vectorspacessparsity.pdf |Vector spaces; Sparsity, compressibility;}} | * Week 2 {{ :teaching:ft1920:vl:vectorspacessparsity.pdf |Vector spaces; Sparsity, compressibility;}} | ||
| - | * Week 3 {{ :teaching:ft1920:vl:cs:files:spark.pdf |Uniqueness of l0-minimization; Spark; Discrete tomography }} | + | * Week 3 {{ :teaching:ft1920:vl:cs:files:spark.pdf |Uniqueness of l0-minimization; Spark; Discrete tomography }} {{ :teaching:ft1920:vl:cs:files:spark-tomo-matrix.pdf |Slides: Worst vs average case recovery in discrete tomography}} |
| + | * Week 4 {{ :teaching:ft1920:vl:cs:files:l0-lp-minimization.pdf |Instance optimality; NP-hardness; lp-Minimization}} {{ :teaching:ft1920:vl:cs:files:l0-np-hardness.pdf |Slides NP-hardness}} | ||
| + | * Week 5 {{ :teaching:ft1920:vl:cs:files:nsp.pdf |(Stable/robust) null space property}} | ||
| + | * Week 6 {{ :teaching:ft1920:vl:cs:files:co-part1.pdf |Elements of convex analysis (part 1)}} | ||
| + | * Week 7 {{ :teaching:ft1920:vl:cs:files:co-summary-part2.pdf |Elements of convex analysis (part 2)}} | ||
| + | * Week 8 {{ :teaching:ft1920:vl:cs:files:dualcertificates.pdf |Dual certificates}} | ||
| + | * Week 9 {{ :teaching:ft1920:vl:cs:files:furtheruniquenessconditions.pdf |Projected crosspolytope; Further uniqueness/stability conditions}} | ||
| + | * Week 10 {{ :teaching:ft1920:vl:cs:files:rip.pdf |Restricted isometry property}} | ||
| + | * Week 11 {{ :teaching:ft1920:vl:cs:files:coherence.pdf |Coherence}} | ||
| + | * Week 12 No lecture! | ||
| + | * Week 13 {{ :teaching:ft1920:vl:cs:files:greedymethods.pdf |Greedy Methods}} {{ :teaching:ft1920:vl:cs:files:greedyrecoveryslides.pdf |Greedy Methods Slides}} {{ :teaching:ft1920:vl:cs:files:proximalpointmethod.pdf |Proximal Point Method}} | ||
| + | * Week 14 {{ :teaching:ft1920:vl:cs:files:splittingmethods.pdf |Splitting Methods}} | ||
| + | * Week 15 Optional Material {{ :teaching:ft1920:vl:cs:files:randommatrices.pdf |Random Matrices}} {{ :teaching:ft1920:vl:cs:files:furtherlowcomplexitymodels.pdf |Low Complexity Models}} {{ :teaching:ft1920:vl:cs:files:appendix.pdf |Appendix}} | ||