On parameter estimation with the Wasserstein distance

On parameter estimation with the Wasserstein distance

18 January 2017

Christian P. Robert

Papers citing "On parameter estimation with the Wasserstein distance"

14 / 14 papers shown

Title
Robust Estimation under the Wasserstein Distance Sloan Nietert Rachel Cummings Ziv Goldfeld 36 4 0 02 Feb 2023
Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap Charita Dellaporta Jeremias Knoblauch Theodoros Damoulas F. Briol 28 42 0 09 Feb 2022
Near-optimal estimation of smooth transport maps with kernel sums-of-squares Boris Muzellec A. Vacher Francis R. Bach Franccois-Xavier Vialard Alessandro Rudi OT 32 20 0 03 Dec 2021
Exact Statistical Inference for the Wasserstein Distance by Selective Inference Vo Nguyen Le Duy Ichiro Takeuchi 37 14 0 29 Sep 2021
Discrepancy-based Inference for Intractable Generative Models using Quasi-Monte Carlo Ziang Niu J. Meier F. Briol 32 12 0 22 Jun 2021
Unsupervised Alignment of Embeddings with Wasserstein Procrustes Edouard Grave Armand Joulin Quentin Berthet 9 198 0 29 May 2018
ABC Samplers Y. Fan Scott A. Sisson 22 28 0 26 Feb 2018
Delayed acceptance ABC-SMC R. Everitt Paulina A. Rowińska 42 15 0 07 Aug 2017
Model Misspecification in ABC: Consequences and Diagnostics David T. Frazier Christian P. Robert Judith Rousseau 34 27 0 07 Aug 2017
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning M. Schmitz Matthieu Heitz Nicolas Bonneel Fred-Maurice Ngole-Mboula D. Coeurjolly Marco Cuturi Gabriel Peyré Jean-Luc Starck OT 41 135 0 07 Aug 2017
GAN and VAE from an Optimal Transport Point of View Aude Genevay Gabriel Peyré Marco Cuturi OT DRL 32 62 0 06 Jun 2017
Learning Generative Models with Sinkhorn Divergences Aude Genevay Gabriel Peyré Marco Cuturi OT 61 619 0 01 Jun 2017
Sequential Monte Carlo Methods in the nimble R Package Nick Michaud P. de Valpine Daniel Turek C. Paciorek D. Nguyen 31 6 0 17 Mar 2017
An automatic adaptive method to combine summary statistics in approximate Bayesian computation Jonathan U. Harrison R. Baker 40 17 0 07 Mar 2017