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Nov 25, 2013 at 23:12 comment added Louis This use of Chernoff bounds is more of an example of a general approach than a specific result. Try to formalize your specific setup and see!
Nov 25, 2013 at 20:03 comment added zpavlinovic Great, much clearer! I guess when $A$ is not a decision problem, yet, for example yes/no/maybe, things get more complicated.
Nov 25, 2013 at 19:56 vote accept zpavlinovic
Nov 25, 2013 at 19:22 history edited Louis CC BY-SA 3.0
Edited to have more detail.
Nov 25, 2013 at 18:34 comment added zpavlinovic Yes, I am unsure how to use them. For example, imagine that I want to make sure the error probability is at most $\epsilon$. How would I go about it? Basically, this example would guide me through on how to use and appreciate Chernoff bounds.
Nov 25, 2013 at 18:30 comment added Louis Are you unsure about how to use Chernoff bounds at all, or what a Monte Carlo algorithm is? The question is a little fuzzy about what the problem is.
Nov 25, 2013 at 15:59 comment added zpavlinovic It would help if you could add the part with Chernoff bounds, i.e., how to use it here. Moreover, does it matter whether $A$ is a decision problem or it can return more values?
Nov 25, 2013 at 15:13 history edited Juho CC BY-SA 3.0
added 2 characters in body
Nov 25, 2013 at 15:11 history answered Louis CC BY-SA 3.0