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May 6, 2015 at 2:29 history edited user49129 CC BY-SA 3.0
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May 6, 2015 at 2:28 comment added user49129 @BenoîtKloeckner :) You're right. I will modify the problem.
May 5, 2015 at 18:54 comment added Benoît Kloeckner I can answer the second question: yes, $\lVert s_1-s_2\rVert$ is bounded. By $2$, since $s_1$ and $s_2$ are unit vectors.
Apr 15, 2015 at 15:24 comment added user49129 @user35593 I meant that it may converge to a local minimum rather than $s_2$ since the problem is not convex.
Apr 9, 2015 at 9:41 comment added user35593 I think it does in your situation. The problem mentioned in the Wikipedia-article is just if you use it for sparse-recovery. Then you need to make sure that there exist a sparse solution.
Apr 5, 2015 at 16:12 comment added user49129 @user35593 It seems that the iterative method doesn't necessarily converge to the optimum value.
Apr 5, 2015 at 10:30 comment added user35593 You can use iteratively reweighted least squares to find $s_2$: en.wikipedia.org/wiki/Iteratively_reweighted_least_squares
Apr 5, 2015 at 10:22 answer added loup blanc timeline score: 1
Apr 5, 2015 at 2:52 history edited user49129
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Apr 4, 2015 at 9:44 history asked user49129 CC BY-SA 3.0