Properly Learning Poisson Binomial Distributions in Almost Polynomial ...
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We give an algorithm for properly learning Poisson binomial distributions. A Poisson binomial distribution (PBD) of order n ∈\mathbbZ_+ is the discrete ...
Nov 12, 2015 · We give an algorithm for properly learning Poisson binomial distributions. A Poisson binomial distribution (PBD) of order n is the discrete probability ...
Nov 13, 2015 · We give an algorithm for properly learning Poisson binomial distributions. A Poisson bino- mial distribution (PBD) of order n ∈ Z+ is the ...
An algorithm for properly learning Poisson binomial distributions and provides a novel structural characterization of PBDs, which allows the corresponding ...
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time ... Learning and Testing Junta Distributions. COLT•483 views · 71 videos · COLT 2016.
We give an algorithm for properly learning Poisson binomial distributions. A Poisson binomial distribution (PBD) of order nn is the discrete probability ...
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time. Ilias Diakonikolas, D. Kane, Alistair Stewart.
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time · Mathematics, Computer Science. Annual Conference Computational Learning Theory · 2016.
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time. I. Diakonikolas, D. Kane, and A. Stewart. COLT, volume 49 of JMLR Workshop and ...
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We give a computationally efficient semi-agnostic algorithm for learning univariate probability distributions that are well approximated by piecewise polynomial ...
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