Assessment of gradient-based samplers in standard cosmological likelihoods

Assessment of gradient-based samplers in standard cosmological likelihoods

We assess the usefulness of gradient-based samplers, such as the no-U-turn sampler (NUTS), by comparison with traditional Metropolis–Hastings (MH) algorithms, in tomographic 3 × 2 point analyses. Specifically, we use the Dark Energy Survey (DES) Year 1 data and a simulated dataset for the Large Syno...

Descripció completa

Dades bibliogràfiques
Autors principals:	Mootoovaloo, A, Ruiz-Zapatero, J, García-García, C, Alonso, D
Format:	Journal article
Publicat:	Oxford University Press 2024

Ítems similars

Gradient accelerated cosmology
per: Jaime Ruiz-Zapatero
Publicat: (2024)

Analytical marginalization over photometric redshift uncertainties in cosmic shear analyses
per: Ruiz-Zapatero, J, et al.
Publicat: (2023)

Cosmology with 6 parameters in the Stage-IV era: efficient marginalisation over nuisance parameters
per: Hadzhiyska, B, et al.
Publicat: (2023)

LimberJack.jl: auto-differentiable methods for angular power spectra analyses
per: Ruiz-Zapatero, J, et al.
Publicat: (2024)

The Atacama Cosmology Telescope: likelihood for small-scale CMB data
per: Dunkley, J, et al.
Publicat: (2013)

Cosmology with 6 parameters in the Stage-IV era: efficient marginalisation over nuisance parameters
per: Boryana Hadzhiyska, et al.
Publicat: (2023-07-01)

Cosmology with 6 parameters in the Stage-IV era: efficient marginalisation over nuisance parameters
per: Boryana Hadzhiyska, et al.
Publicat: (2023-07-01)

The Rasch Sampler
per: Norman D. Verhelst
Publicat: (2007-02-01)

The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison
per: Davide Piras, et al.
Publicat: (2024-09-01)

Mathematics assessment sampler, grades 3-5 : items aligned with NCTM's principles and standards for school mathematics /
per: 210455 Gawronski, Jane D., et al.
Publicat: (2005)

CoLFI: Cosmological Likelihood-free Inference with Neural Density Estimators
per: Guo-Jian Wang, et al.
Publicat: (2023-01-01)

Mathematics assessment sampler, grades 6-8 : items aligned with NCTM's principles and standards for school mathematics /
per: Burrill, John (John C.), et al.
Publicat: (2005)

Ultrafast kinetic inductance samplers
per: Stevens, C, et al.
Publicat: (2006)

Stone sampler /
per: 178103 Campagna, Marco, et al.
Publicat: (2003)

Sampler on Sampling /
per: 310456 Williams, Bill
Publicat: (1978)

The Hamming Ball Sampler
per: Titsias, M, et al.
Publicat: (2017)

Evaluation of gravimetric sampler bias, effect on measured concentration, and proposal for the use of harmonised performance based dust sampler for exposure assessment
per: B. Belle
Publicat: (2019-05-01)

A new high-temperature borehole fluid sampler: the Multi-Temperature Fluid Sampler
per: C. G. Wheat, et al.
Publicat: (2020-12-01)

Maximum-likelihood-estimate Hamiltonian learning via efficient and robust quantum likelihood gradient
per: Tian-Lun Zhao, et al.
Publicat: (2023-05-01)

Calibrating Cosmological Simulations with Implicit Likelihood Inference Using Galaxy Growth Observables
per: Yongseok Jo, et al.
Publicat: (2023-01-01)

LimberJack.jl: auto-differentiable methods for angular power spectra analyses
per: Jaime Ruiz-Zapatero, et al.
Publicat: (2024-02-01)

Mathematics assessment sampler, prekindergarten-grade 2 : items aligned with NCTM's Principles and standards for school mathematics /
per: Huinker, DeAnn, et al.
Publicat: (2006)

Mathematics assessment sampler, grades 9-12 : items aligned with NCTMs principles and standards for school mathematics /
per: 210476 Travis, Betty, et al.
Publicat: (2005)

Antithetic Methods for Gibbs Samplers
per: Holmes, C, et al.
Publicat: (2009)

α-attractor dark energy in view of next-generation cosmological surveys
per: García-García, C, et al.
Publicat: (2019)

Challenges of the Standard Cosmological Model
per: Eleonora Di Valentino
Publicat: (2022-07-01)

Corky trinidad sampler
Publicat: (2008)

Introduction to SamplerCompare
per: Madeleine B. Thompson
Publicat: (2011-08-01)

Gradient-based stopping rules for maximum-likelihood quantum-state tomography
per: S Glancy, et al.
Publicat: (2012-01-01)

Brane-world inflation and the transition to standard cosmology
per: Lukas, A, et al.
Publicat: (2001)

Brane-world inflation and the transition to standard cosmology
per: Lukas, A, et al.
Publicat: (2001)

Ring analyses in the proficiency assessment of authorised seed samplers
per: Kojić Jasna, et al.
Publicat: (2016-01-01)

Sequential Monte Carlo samplers
per: Del Moral, P, et al.
Publicat: (2006)

Gradient-free maximum likelihood parameter estimation with particle filters
per: Poyiadjis, G, et al.
Publicat: (2006)

Aircraft testing of the new Blunt-body Aerosol Sampler (BASE)
per: A. Moharreri, et al.
Publicat: (2014-09-01)

A challenge to the standard cosmological model
per: Secrest, N, et al.
Publicat: (2022)

Gibbs sampler for statistical multiple alignment
per: Jensen, J, et al.
Publicat: (2005)

Ozone Risk Assessment and Mapping in the Alps Based on Data from Passive Samplers
per: Cristina Mazzali, et al.
Publicat: (2002-01-01)

Robotic blood test sampler /
Publicat: (19--)

A software tools sampler /
per: 455858 Miller, Webb
Publicat: (1987)