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Global rates of convergence in log-concave density estimation

8 April 2014

Papers citing "Global rates of convergence in log-concave density estimation"

50 / 56 papers shown

Title
On the tails of log-concave density estimators Didier B. Ryter Lutz Duembgen MDE 18 0 0 26 Sep 2024
Log-concave Density Estimation with Independent Components Sharvaj Kubal Christian Campbell Elina Robeva 44 0 0 03 Jan 2024
Testing Closeness of Multivariate Distributions via Ramsey Theory Ilias Diakonikolas Daniel M. Kane Sihan Liu 67 3 0 22 Nov 2023
On the Variance, Admissibility, and Stability of Empirical Risk Minimization Gil Kur E. Putterman Alexander Rakhlin 57 3 0 29 May 2023
A Sequential Test for Log-Concavity Aditya Gangrade Alessandro Rinaldo Aaditya Ramdas 55 12 0 09 Jan 2023
Log-concave density estimation in undirected graphical models Kaie Kubjas Olga Kuznetsova Elina Robeva Pardis Semnani Luca Sodomaco 36 1 0 10 Jun 2022
Efficient Minimax Optimal Estimators For Multivariate Convex Regression Gil Kur E. Putterman 54 0 0 06 May 2022
Universal Inference Meets Random Projections: A Scalable Test for Log-concavity Robin Dunn Aditya Gangrade Larry A. Wasserman Aaditya Ramdas 51 15 0 17 Nov 2021
Minimax Rates for Conditional Density Estimation via Empirical Entropy Blair Bilodeau Dylan J. Foster Daniel M. Roy 113 24 0 21 Sep 2021
Parameterizing and Simulating from Causal Models R. Evans Vanessa Didelez CML 92 19 0 08 Sep 2021
A new computational framework for log-concave density estimation Wenyu Chen Rahul Mazumder R. Samworth 46 5 0 24 May 2021
On the Minimal Error of Empirical Risk Minimization Gil Kur Alexander Rakhlin 44 5 0 24 Feb 2021
Confidence bands for a log-concave density G. Walther Alnur Ali Xinyue Shen Stephen P. Boyd 18 1 0 07 Nov 2020
On the cost of Bayesian posterior mean strategy for log-concave models S. Gadat Fabien Panloup Clément Pellegrini 57 7 0 08 Oct 2020
Isotonic regression with unknown permutations: Statistics, computation, and adaptation A. Pananjady R. Samworth 48 25 0 05 Sep 2020
Self-regularizing Property of Nonparametric Maximum Likelihood Estimator in Mixture Models Yury Polyanskiy Yihong Wu 69 29 0 19 Aug 2020
Inference for local parameters in convexity constrained models Hang Deng Q. Han B. Sen 40 8 0 18 Jun 2020
Hessian-Free High-Resolution Nesterov Acceleration for Sampling Ruilin Li H. Zha Molei Tao 72 8 0 16 Jun 2020
Exact Solutions in Log-Concave Maximum Likelihood Estimation Alexandros Grosdos Alexander Heaton Kaie Kubjas Olga Kuznetsova Georgy Scholten Miruna-Stefana Sorea 70 3 0 10 Mar 2020
Local continuity of log-concave projection, with applications to estimation under model misspecification Rina Foygel Barber R. Samworth 80 6 0 14 Feb 2020
Confidence intervals for multiple isotonic regression and other monotone models Hang Deng Q. Han Cun-Hui Zhang 72 15 0 20 Jan 2020
A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families Brian Axelrod Ilias Diakonikolas Anastasios Sidiropoulos Alistair Stewart Gregory Valiant 86 9 0 18 Jul 2019
Set structured global empirical risk minimizers are rate optimal in general dimensions Q. Han 57 20 0 30 May 2019
High-dimensional nonparametric density estimation via symmetry and shape constraints Min Xu R. Samworth 44 15 0 14 Mar 2019
Optimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex Regression Gil Kur Y. Dagan Alexander Rakhlin 73 25 0 13 Mar 2019
Adaptation in multivariate log-concave density estimation Oliver Y. Feng Adityanand Guntuboyina Arlene K. H. Kim R. Samworth 85 13 0 30 Dec 2018
Discrete minimax estimation with trees Luc Devroye Tommy Reddad 20 2 0 14 Dec 2018
Density estimation for shift-invariant multidimensional distributions Jonathan Levy M. J. van der Laan Rocco A. Servedio OOD 57 5 0 09 Nov 2018
An Efficient Algorithm for High-Dimensional Log-Concave Maximum Likelihood Brian Axelrod Gregory Valiant 41 4 0 08 Nov 2018
Central limit theorems for the $L_p$ -error of smooth isotonic estimators H. P. Lopuhaa Eni Musta 15 3 0 31 May 2018
Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities Timothy Carpenter Ilias Diakonikolas Anastasios Sidiropoulos Alistair Stewart 66 24 0 28 Feb 2018
Recent progress in log-concave density estimation R. Samworth 59 76 0 10 Sep 2017
Methods for Estimation of Convex Sets Victor-Emmanuel Brunel 62 19 0 10 Sep 2017
Isotonic regression in general dimensions Q. Han Tengyao Wang S. Chatterjee R. Samworth 48 98 0 30 Aug 2017
Fourier-Based Testing for Families of Distributions C. Canonne Ilias Diakonikolas Alistair Stewart 49 8 0 18 Jun 2017
A Bayesian nonparametric approach to log-concave density estimation Ester Mariucci Kolyan Ray Botond Szabó 89 11 0 28 Mar 2017
Variational Analysis of Constrained M-Estimators J. Royset R. Wets 55 15 0 26 Feb 2017
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 257 60 0 05 Feb 2017
A central limit theorem for the Hellinger loss of Grenander type estimators H. P. Lopuhaa Eni Musta 50 6 0 20 Dec 2016
Univariate log-concave density estimation with symmetry or modal constraints Charles R. Doss J. Wellner 52 13 0 30 Nov 2016
Adaptation in log-concave density estimation Arlene K. H. Kim Adityanand Guntuboyina R. Samworth 64 45 0 03 Sep 2016
Efficient Robust Proper Learning of Log-concave Distributions Ilias Diakonikolas D. Kane Alistair Stewart 78 30 0 09 Jun 2016
Learning Multivariate Log-concave Distributions Ilias Diakonikolas D. Kane Alistair Stewart 100 30 0 26 May 2016
Multivariate convex regression: global risk bounds and adaptation Q. Han J. Wellner 71 48 0 25 Jan 2016
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time Ilias Diakonikolas D. Kane Alistair Stewart 104 28 0 12 Nov 2015
Optimal Algorithms and Lower Bounds for Testing Closeness of Structured Distributions Ilias Diakonikolas D. Kane Vladimir Nikishkin 71 48 0 22 Aug 2015
Sample-Optimal Density Estimation in Nearly-Linear Time Jayadev Acharya Ilias Diakonikolas Jingkai Li Ludwig Schmidt 117 91 0 01 Jun 2015
Bracketing numbers of convex and $m$ -monotone functions on polytopes Charles R. Doss 49 1 0 29 May 2015
Approximation and Estimation of s-Concave Densities via Rényi Divergences Q. Han J. Wellner 111 36 0 02 May 2015
Inference for a Two-Component Mixture of Symmetric Distributions under Log-Concavity F. Balabdaoui Charles R. Doss 107 19 0 18 Nov 2014