ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2011.14923
  4. Cited By
Towards constraining warm dark matter with stellar streams through
  neural simulation-based inference

Towards constraining warm dark matter with stellar streams through neural simulation-based inference

Monthly notices of the Royal Astronomical Society (MNRAS), 2020
30 November 2020
Joeri Hermans
N. Banik
Christoph Weniger
G. Bertone
Gilles Louppe
ArXiv (abs)PDFHTML

Papers citing "Towards constraining warm dark matter with stellar streams through neural simulation-based inference"

15 / 15 papers shown
CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference
CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference
Luben M. C. Cabezas
Vagner S. Santos
Thiago Rodrigo Ramos
Pedro L. C. Rodrigues
Rafael Izbicki
233
3
0
23 Aug 2025
Discriminative versus Generative Approaches to Simulation-based Inference
Discriminative versus Generative Approaches to Simulation-based Inference
Benjamin Nachman
Yuan-Tang Chou
W. Bhimji
Benjamin Nachman
275
3
0
11 Mar 2025
Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation
Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood EstimationConference on Uncertainty in Artificial Intelligence (UAI), 2023
Simon Dirmeier
Carlo Albert
Fernando Perez-Cruz
522
7
0
02 Aug 2023
Amortized Variational Inference with Coverage Guarantees
Amortized Variational Inference with Coverage GuaranteesInternational Conference on Machine Learning (ICML), 2023
Yash Patel
Declan McNamara
J. Loper
Jeffrey Regier
Ambuj Tewari
BDL
398
0
0
23 May 2023
Sampling-Based Accuracy Testing of Posterior Estimators for General
  Inference
Sampling-Based Accuracy Testing of Posterior Estimators for General InferenceInternational Conference on Machine Learning (ICML), 2023
Pablo Lemos
A. Coogan
Y. Hezaveh
Laurence Perreault Levasseur
372
62
0
06 Feb 2023
Misspecification-robust Sequential Neural Likelihood for
  Simulation-based Inference
Misspecification-robust Sequential Neural Likelihood for Simulation-based Inference
Ryan P. Kelly
David J. Nott
David T. Frazier
D. Warne
Christopher C. Drovandi
331
13
0
31 Jan 2023
A Deep Learning Method for Comparing Bayesian Hierarchical Models
A Deep Learning Method for Comparing Bayesian Hierarchical ModelsPsychological methods (Psychol Methods), 2023
Lasse Elsemüller
Martin Schnuerch
Paul-Christian Bürkner
Stefan T. Radev
BDL
341
21
0
27 Jan 2023
Fast and robust Bayesian Inference using Gaussian Processes with GPry
Fast and robust Bayesian Inference using Gaussian Processes with GPryJournal of Cosmology and Astroparticle Physics (JCAP), 2022
Jonas El Gammal
Nils Schöneberg
J. Torrado
C. Fidler
GP
405
20
0
03 Nov 2022
Contrastive Neural Ratio Estimation for Simulation-based Inference
Contrastive Neural Ratio Estimation for Simulation-based Inference
Benjamin Kurt Miller
Christoph Weniger
Patrick Forré
413
15
0
11 Oct 2022
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio
  Estimation
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio EstimationNeural Information Processing Systems (NeurIPS), 2022
Arnaud Delaunoy
Joeri Hermans
Sacha Lewin
Antoine Wehenkel
Gilles Louppe
311
41
0
29 Aug 2022
Machine Learning and Cosmology
Machine Learning and Cosmology
C. Dvorkin
S. Mishra-Sharma
Brian D. Nord
V. A. Villar
Camille Avestruz
...
A. Ćiprijanović
Andrew J. Connolly
L. Garrison
G. Narayan
F. Villaescusa-Navarro
AI4CE
489
19
0
15 Mar 2022
A Trust Crisis In Simulation-Based Inference? Your Posterior
  Approximations Can Be Unfaithful
A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful
Joeri Hermans
Arnaud Delaunoy
Sacha Lewin
Antoine Wehenkel
Volodimir Begy
Gilles Louppe
413
60
0
13 Oct 2021
Inferring dark matter substructure with astrometric lensing beyond the
  power spectrum
Inferring dark matter substructure with astrometric lensing beyond the power spectrum
S. Mishra-Sharma
379
13
0
04 Oct 2021
Truncated Marginal Neural Ratio Estimation
Truncated Marginal Neural Ratio Estimation
Benjamin Kurt Miller
A. Cole
Patrick Forré
Gilles Louppe
Christoph Weniger
451
52
0
02 Jul 2021
The frontier of simulation-based inference
The frontier of simulation-based inferenceProceedings of the National Academy of Sciences of the United States of America (PNAS), 2019
Kyle Cranmer
Johann Brehmer
Gilles Louppe
AI4CE
799
1,147
0
04 Nov 2019
1
Page 1 of 1