On the Structure, Covering, and Learning of Poisson Multinomial Distributions

30 April 2015

Papers citing "On the Structure, Covering, and Learning of Poisson Multinomial Distributions"

7 / 7 papers shown

Title
Learning and Covering Sums of Independent Random Variables with Unbounded Support Alkis Kalavasis Konstantinos Stavropoulos Manolis Zampetakis 35 2 0 24 Oct 2022
Ten Steps of EM Suffice for Mixtures of Two Gaussians C. Daskalakis Christos Tzamos Manolis Zampetakis 28 120 0 01 Sep 2016
Robust Estimators in High Dimensions without the Computational Intractability Ilias Diakonikolas Gautam Kamath D. Kane Jingkai Li Ankur Moitra Alistair Stewart 21 505 0 21 Apr 2016
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time Ilias Diakonikolas D. Kane Alistair Stewart 24 28 0 12 Nov 2015
A Size-Free CLT for Poisson Multinomials and its Applications C. Daskalakis Anindya De Gautam Kamath Christos Tzamos 12 28 0 11 Nov 2015
The Fourier Transform of Poisson Multinomial Distributions and its Algorithmic Applications Ilias Diakonikolas D. Kane Alistair Stewart 24 36 0 11 Nov 2015
Optimal Learning via the Fourier Transform for Sums of Independent Integer Random Variables Ilias Diakonikolas D. Kane Alistair Stewart 23 32 0 04 May 2015