Search Results for author: Piotr Krysta

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Learning Powers of Poisson Binomial Distributions

no code implementations18 Jul 2017 Dimitris Fotakis, Vasilis Kontonis, Piotr Krysta, Paul Spirakis

The $k$'th power of this distribution, for $k$ in a range $[m]$, is the distribution of $P_k = \sum_{i=1}^n X_i^{(k)}$, where each Bernoulli random variable $X_i^{(k)}$ has $\mathbb{E}[X_i^{(k)}] = (p_i)^k$.

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