Learning Sums of Independent Random Variables with Sparse ...
In this paper we investigate how this result generalizes if standard bit mutation is replaced by an arbitrary unbiased mutation operator. This ...
UC Berkeley - eScholarshipNote that lower tail bounds P(h(x(t)) ? c) can be rewritten as P ... However, Chernoff inequality yields a bound 0.95 whereas Bernstein inequality ... The Fast Johnson-Lindenstrauss Transform is Even Fasterlatter expression can be bounded by Chernoff bounds for the lower tail of independent random variables. Page 74. 64. Benjamin Doerr. 1.10.2.2 ... Lecture 7 1 Dimensionality Reduction - UBC Computer Science1.10.1.2 Multiplicative Chernoff Bounds for the Lower Tail. In principle, of course, there is no difference between bounds for the upper and lower tails. If ...
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