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REPORTS > KEYWORD > DETERMINISTIC APPROXIMATE COUNTING:
Reports tagged with deterministic approximate counting:
TR13-171 | 1st December 2013
Anindya De, Ilias Diakonikolas, Rocco Servedio

Deterministic Approximate Counting for Juntas of Degree-2 Polynomial Threshold Functions

Let g: \{-1,1\}^k \to \{-1,1\} be any Boolean function and q_1,\dots,q_k be any degree-2 polynomials over \{-1,1\}^n. We give a \emph{deterministic} algorithm which, given as input explicit descriptions of g,q_1,\dots,q_k and an accuracy parameter \eps>0, approximates

\Pr_{x \sim \{-1,1\}^n}[g(\sign(q_1(x)),\dots,\sign(q_k(x)))=1]

to within an additive \pm \eps. For any constant ... more >>>


TR13-172 | 1st December 2013
Anindya De, Ilias Diakonikolas, Rocco Servedio

Deterministic Approximate Counting for Degree-2 Polynomial Threshold Functions

We give a {\em deterministic} algorithm for approximately computing the fraction of Boolean assignments that satisfy a degree-2 polynomial threshold function. Given a degree-2 input polynomial p(x_1,\dots,x_n) and a parameter \eps > 0, the algorithm approximates

\Pr_{x \sim \{-1,1\}^n}[p(x) \geq 0]

to within an additive \pm \eps in ... more >>>




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