Learning Poisson Binomial Distributions

Learning Poisson Binomial Distributions

13 July 2011

Ilias Diakonikolas

Rocco A. Servedio

Papers citing "Learning Poisson Binomial Distributions"

11 / 11 papers shown

Title
Learning and Covering Sums of Independent Random Variables with Unbounded Support Alkis Kalavasis Konstantinos Stavropoulos Manolis Zampetakis 19 2 0 24 Oct 2022
On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians Ishaq Aden-Ali H. Ashtiani Gautam Kamath 32 41 0 19 Oct 2020
Robustly Learning any Clusterable Mixture of Gaussians Ilias Diakonikolas Samuel B. Hopkins D. Kane Sushrut Karmalkar 21 45 0 13 May 2020
A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families Brian Axelrod Ilias Diakonikolas Anastasios Sidiropoulos Alistair Stewart Gregory Valiant 16 8 0 18 Jul 2019
Learning Geometric Concepts with Nasty Noise Ilias Diakonikolas D. Kane Alistair Stewart AAML 13 85 0 05 Jul 2017
Efficient Robust Proper Learning of Log-concave Distributions Ilias Diakonikolas D. Kane Alistair Stewart 18 30 0 09 Jun 2016
Learning Multivariate Log-concave Distributions Ilias Diakonikolas D. Kane Alistair Stewart 20 30 0 26 May 2016
Robust Estimators in High Dimensions without the Computational Intractability Ilias Diakonikolas Gautam Kamath D. Kane J. Li Ankur Moitra Alistair Stewart 21 505 0 21 Apr 2016
Optimal Learning via the Fourier Transform for Sums of Independent Integer Random Variables Ilias Diakonikolas D. Kane Alistair Stewart 16 32 0 04 May 2015
On the Structure, Covering, and Learning of Poisson Multinomial Distributions C. Daskalakis Gautam Kamath Christos Tzamos 11 28 0 30 Apr 2015
Learning mixtures of structured distributions over discrete domains Siu On Chan Ilias Diakonikolas Rocco A. Servedio Xiaorui Sun 59 83 0 02 Oct 2012