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the F norm ||Wi|| == 1 avoiding trivial solution

Yihui He 何宜晖 edited this page Aug 24, 2017 · 1 revision

In Optimization part of our paper (Section 3.1), we mentioned:

We also add a constrain a1 to this formulation, which avoids trivial solution. i0

Given any solution, we can get better solution by fixing a2 and making a3.

Thus the L1 regularization term in Equ (2) becomes invalid. Then both optimization problems (2) and (4) satisfy, but no sparse solution is obtained.

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