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This paper has been accepted, presented in the top conference of computer science, and released in the proceeding since last month. However, recently, other readers find a fatal and ridiculous error in the proof. For this fatal error, I think I cannot amend it. Even if it can be amended, some important claims and nearly all proof steps will become total different.

Something to stress:

1, My claims and other proofs are motivated by the wrong proof rather than the experiments.

2, I then used experiments to demonstrate the correctness of the claims.

How can I handle it?

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    Just explaining the edit: When you withdraw a paper after it's published in the proceedings it's called "retraction" (before publication, it's withdrawal). – ff524 Jan 17 '17 at 3:23
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    Have you examined the possibility of proving the other results without using the result with the flawed proof? As I understand from comments, the claims do have experimental support, even without any of the proofs. – Patricia Shanahan Jan 17 '17 at 8:48
  • Why have you edited your question to remove practically all of the content? – Pont Jan 20 '17 at 12:55
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    I have restored the content of the question. Questions and answers should be available for future visitors. – mhwombat Jan 20 '17 at 13:08
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    @olivia We all do stupid stuff from time to time - that's ok. What matters is how you handle it. – Dirk Jan 20 '17 at 14:02
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For a journal paper you could either retract it, which means to "unpublish" it, or you could add an erratum, i.e. a short note where you explain what parts of the paper are wrong (and how to fix them, in case you know it) and which parts are still correct.

If I understood your case correctly, it seems like an erratum stating that the mathematical proof is incorrect, while the experiments still support the claim, would be appropriate.

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