Learning mixtures of structured distributions over discrete domains

Learning mixtures of structured distributions over discrete domains

2 October 2012

Ilias Diakonikolas

Rocco A. Servedio

Papers citing "Learning mixtures of structured distributions over discrete domains"

16 / 16 papers shown

Title
Learning High-dimensional Gaussians from Censored Data Arnab Bhattacharyya C. Daskalakis Themis Gouleakis Yuhao Wang 31 0 0 28 Apr 2025
Reward-Mixing MDPs with a Few Latent Contexts are Learnable Jeongyeol Kwon Yonathan Efroni C. Caramanis Shie Mannor 29 5 0 05 Oct 2022
Reinforcement Learning in Reward-Mixing MDPs Jeongyeol Kwon Yonathan Efroni C. Caramanis Shie Mannor 30 15 0 07 Oct 2021
Small Covers for Near-Zero Sets of Polynomials and Learning Latent Variable Models Ilias Diakonikolas D. Kane 19 32 0 14 Dec 2020
A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families Brian Axelrod Ilias Diakonikolas Anastasios Sidiropoulos Alistair Stewart Gregory Valiant 25 8 0 18 Jul 2019
Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities Timothy Carpenter Ilias Diakonikolas Anastasios Sidiropoulos Alistair Stewart 11 24 0 28 Feb 2018
On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising Sujayam Saha Adityanand Guntuboyina 29 46 0 06 Dec 2017
Robust Learning of Fixed-Structure Bayesian Networks Yu Cheng Ilias Diakonikolas D. Kane Alistair Stewart OOD 43 46 0 23 Jun 2016
Efficient Robust Proper Learning of Log-concave Distributions Ilias Diakonikolas D. Kane Alistair Stewart 24 30 0 09 Jun 2016
Learning Multivariate Log-concave Distributions Ilias Diakonikolas D. Kane Alistair Stewart 26 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
Sample-Optimal Density Estimation in Nearly-Linear Time Jayadev Acharya Ilias Diakonikolas J. Li Ludwig Schmidt 22 91 0 01 Jun 2015
Optimal Learning via the Fourier Transform for Sums of Independent Integer Random Variables Ilias Diakonikolas D. Kane Alistair Stewart 21 32 0 04 May 2015
Sampling Correctors C. Canonne Themis Gouleakis R. Rubinfeld 30 12 0 24 Apr 2015
Testing Identity of Structured Distributions Ilias Diakonikolas D. Kane Vladimir Nikishkin 36 100 0 08 Oct 2014
Learning Poisson Binomial Distributions C. Daskalakis Ilias Diakonikolas Rocco A. Servedio SSL 72 120 0 13 Jul 2011