A neural simulation-based inference approach for characterizing the
Galactic Center $γ$-ray excess

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A neural simulation-based inference approach for characterizing the Galactic Center $γ$ -ray excess

13 October 2021

S. Mishra-Sharma

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Papers citing "A neural simulation-based inference approach for characterizing the Galactic Center $γ$-ray excess"

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Title
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning Sanghwan Bae Jiwoo Hong Min Young Lee Hanbyul Kim Jeongyeon Nam Donghyun Kwak OffRL LRM 148 12 0 04 Apr 2025
sbi reloaded: a toolkit for simulation-based inference workflows Jan Boelts Michael Deistler Manuel Gloeckler Álvaro Tejero-Cantero Jan-Matthis Lueckmann ... Jonas Beck J. Kapoor David S. Greenberg P. J. Gonçalves Jakob H Macke 166 6 0 26 Nov 2024
Embed and Emulate: Contrastive representations for simulation-based inference Ruoxi Jiang Peter Y. Lu Rebecca Willett 63 1 0 27 Sep 2024
A deep learning framework for jointly extracting spectra and source-count distributions in astronomy Florian Wolf Florian List N. L. Rodd Oliver Hahn 51 0 0 06 Jan 2024
Sampling-Based Accuracy Testing of Posterior Estimators for General Inference Pablo Lemos A. Coogan Y. Hezaveh Laurence Perreault Levasseur 82 31 0 06 Feb 2023
Extracting the gamma-ray source-count distribution below the Fermi-LAT detection limit with deep learning Aurelio Amerio A. Cuoco N. Fornengo 62 4 0 03 Feb 2023
Uncertain Evidence in Probabilistic Models and Stochastic Simulators Andreas Munk A. Mead Frank Wood 51 3 0 21 Oct 2022
Amortized Bayesian Inference of GISAXS Data with Normalizing Flows Maksim Zhdanov L. Randolph T. Kluge M. Nakatsutsumi C. Gutt M. Ganeva Nico Hoffmann 78 0 0 04 Oct 2022
Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems Luca Masserano T. Dorigo Rafael Izbicki Mikael Kuusela Ann B. Lee 82 13 0 31 May 2022