I want to find the maximum of f(x1,.,x-n). n is typically not too large.

I can only sample the value of f, and the samples are noisy.

 

I wonder if anyone can provide pointers to results that study how this can
be done under various assumptions on f.

 

Thanks,

 

Ronen

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