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teaching:ft1920:vl:cs [2019/11/06 09:37]
ipa [Lecture Notes]
teaching:ft1920:vl:cs [2020/02/05 09:09] (current)
ipa [Lecture Notes]
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   * 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 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 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}}