Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation

Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation

12 February 2024

Cornelius Schroder

Richard Gao

Jakob H. Macke

Papers citing "Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation"

11 / 11 papers shown

Title
Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems Gabriel Missael Barco Alexandre Adam Connor Stone Y. Hezaveh Laurence Perreault Levasseur OOD 60 4 0 24 Jul 2024
Robust Generalised Bayesian Inference for Intractable Likelihoods Takuo Matsubara Jeremias Knoblauch François‐Xavier Briol Chris J. Oates UQCV 40 79 0 15 Apr 2021
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 179 192 0 12 Jan 2021
Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference M. Vandegar Michael Kagan Antoine Wehenkel Gilles Louppe 51 27 0 11 Nov 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 218 42,038 0 03 Dec 2019
The frontier of simulation-based inference Kyle Cranmer Johann Brehmer Gilles Louppe AI4CE 99 834 0 04 Nov 2019
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance Kimia Nadjahi Alain Durmus Umut Simsekli Roland Badeau MedIm 31 63 0 11 Jun 2019
Automatic Posterior Transformation for Likelihood-Free Inference David S. Greenberg M. Nonnenmacher Jakob H. Macke 155 319 0 17 May 2019
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows George Papamakarios D. Sterratt Iain Murray BDL 238 360 0 18 May 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 125 2,133 0 01 Mar 2018
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 95 397 0 20 Oct 2016