Efficient Robust Proper Learning of Log-concave Distributions

9 June 2016

Papers citing "Efficient Robust Proper Learning of Log-concave Distributions"

7 / 7 papers shown

Title
A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families Brian Axelrod Ilias Diakonikolas Anastasios Sidiropoulos Alistair Stewart Gregory Valiant 27 8 0 18 Jul 2019
Robust Nonparametric Regression under Huber's $ε$ -contamination Model S. Du Yining Wang Sivaraman Balakrishnan Pradeep Ravikumar Aarti Singh 17 12 0 26 May 2018
Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities Timothy Carpenter Ilias Diakonikolas Anastasios Sidiropoulos Alistair Stewart 13 24 0 28 Feb 2018
Near-Optimal Closeness Testing of Discrete Histogram Distributions Ilias Diakonikolas D. Kane Vladimir Nikishkin 19 30 0 06 Mar 2017
Learning Multivariate Log-concave Distributions Ilias Diakonikolas D. Kane Alistair Stewart 28 30 0 26 May 2016
Sample-Optimal Density Estimation in Nearly-Linear Time Jayadev Acharya Ilias Diakonikolas J. Li Ludwig Schmidt 22 91 0 01 Jun 2015
Learning mixtures of structured distributions over discrete domains Siu On Chan Ilias Diakonikolas Rocco A. Servedio Xiaorui Sun 70 83 0 02 Oct 2012