Cover Image

Probabilistic Graphical Models in Astronomy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sheerin, Abigail, Vinci, Giuseppe
Format:	Preprint
Published:	2026
Subjects:	Instrumentation and Methods for Astrophysics Applications 85A35, 62P35 G.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Neural Posterior Estimation with Autoregressive Tiling for Detecting Objects in Astronomical Images
by: Regier, Jeffrey
Published: (2025)

Neural Posterior Estimation for Cataloging Astronomical Images from the Legacy Survey of Space and Time
by: Duan, Yicun, et al.
Published: (2025)

Confirmation of Binary Clustering in Gamma-Ray Bursts through an Integrated $p$-value from Multiple Nonparametric Tests of Hypotheses
by: Modak, Soumita
Published: (2026)

Picoflares in the Quiet Solar Corona: Solar Orbiter Observations Halfway to the Sun
by: Podladchikova, O., et al.
Published: (2025)

Neural Posterior Estimation for Cataloging Astronomical Images with Spatially Varying Backgrounds and Point Spread Functions
by: Patel, Aakash, et al.
Published: (2025)

Visual inspection of potential exocomet transits identified through machine learning and statistical methods
by: Dobrycheva, D. V., et al.
Published: (2026)

Hunting for exocomet transits in the TESS database using the Random Forest method
by: Dobrycheva, D. V., et al.
Published: (2024)

Embracing Uncertainty in "Small Data" Problems: Estimating Earthquakes from Historical Anecdotes
by: Glatt-Holtz, Nathan E., et al.
Published: (2021)

Club Exco: clustering brain extreme communities from multi-channel EEG data
by: Guerrero, Matheus B., et al.
Published: (2022)

A Fast Generative Framework for High-dimensional Posterior Sampling: Application to CMB Delensing
by: Sotoudeh, Hadi, et al.
Published: (2026)

Forensic Science and How Statistics Can Help It: Evidence, Hypothesis Testing, and Graphical Models
by: Xu, Xiangyu, et al.
Published: (2023)

Comparative Analysis of Richardson-Lucy Deconvolution and Data Unfolding with Mean Integrated Square Error Optimization
by: Gagunashvili, Nikolay D.
Published: (2025)

On the Short Dissipation Scales and Current-Sheet Properties of Low-Coronal EUV Brightenings
by: Podladchikova, Olena
Published: (2025)

Data Unfolding: From Problem Formulation to Result Assessment
by: Gagunashvili, Nikolay D.
Published: (2026)

Dynamical Survival Analysis for Modeling Hazard Functions with Nonlinear Systems
by: Liyanage, Dananjani, et al.
Published: (2026)

Fracture Mechanics-Based Quantitative Matching of Forensic Evidence Fragments
by: Thompson, Geoffrey Z., et al.
Published: (2021)

Galaxy dynamics, gravitational Vlasov-Poisson system, Landau damping, and scattering theory
by: Weder, Ricardo
Published: (2025)

A new completely parameter-free clustering algorithm for unsupervised classification of BATSE gamma-ray bursts
by: Modak, Soumita
Published: (2026)

Pricing under the Benchmark Approach
by: Platen, Eckhard
Published: (2025)

Shared Stochastic Gaussian Process Latent Variable Models: A Multi-modal Generative Model for Quasar Spectra
by: Lalchand, Vidhi, et al.
Published: (2025)

Robust variance estimators in application to segmentation of measurement data distorted by impulsive and non-Gaussian noise
by: Witulska, Justyna, et al.
Published: (2025)

L-Estimation Approach to Tobit Models with Endogeneity and Weakly Dependent Errors
by: Shukla, Swati, et al.
Published: (2024)

Moment-based Invariants for Probabilistic Loops with Non-polynomial Assignments
by: Kofnov, Andrey, et al.
Published: (2022)

Statistical Estimation of Mean Lorentzian Line Width in Spectra by Gaussian Processes
by: Kuitunen, Erik, et al.
Published: (2024)

Assessing replication success via skeptical mixture priors
by: Consonni, Guido, et al.
Published: (2023)

Outcome-guided spike-and-slab Lasso Biclustering: A Novel Approach for Enhancing Biclustering Techniques for Gene Expression Analysis
by: Vargas-Mieles, Luis A., et al.
Published: (2024)

One citation, one vote! A new approach for analysing check-all-that-apply (CATA) data, using L1 norm methods
by: Chaya, Carolina, et al.
Published: (2025)

Universal Inference for Testing Calibration of Mean Estimates within the Exponential Dispersion Family
by: Delong, Łukasz, et al.
Published: (2025)

Conformal Prediction for Astronomy Data with Measurement Error
by: Giertych, Naomi, et al.
Published: (2024)

A Multi-Level Parallel Pipeline for SPHERE-3 Detector Simulation: From EAS Generation to Image Approximation
by: Ivanov, V. A., et al.
Published: (2026)

Free Lunches with Vanishing Risks Most Likely Exist
by: Platen, Eckhard, et al.
Published: (2025)

Information-minimizing stationary financial market dynamics
by: Platen, Eckhard
Published: (2025)

Expanding solutions near unstable Lane-Emden stars
by: Cheng, Ming, et al.
Published: (2023)

Data-driven quasi-interpolant spline surfaces for point cloud approximation
by: Raffo, Andrea, et al.
Published: (2019)

Assessing the detection of the Yarkovsky effect using Gaia DR3 and FPR catalogues
by: Dziadura, Karolina, et al.
Published: (2024)

Validation and Calibration of Semi-Analytical Models for the Event Horizon Telescope Observations of Sagittarius A*
by: SaraerToosi, Ali, et al.
Published: (2025)

Characterization of the spectra of rotating truncated gas planets and inertia-gravity modes
by: de Hoop, Maarten V., et al.
Published: (2025)

Why pyrotechnics markets keep killing:a simple geometric argument for redesign
by: Hernandez-Suarez, Carlos M., et al.
Published: (2026)

A New Empirical Fit to Galaxy Rotation Curves
by: Flynn, David C., et al.
Published: (2026)

Information-Theoretic Approach to Financial Market Modelling
by: Platen, Eckhard
Published: (2026)