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Articles about Computation

Uncertainty Quantification for Linear Inverse Problems with Besov Prior: A Randomize-Then-Optimize Method

4 days ago by Andreas Horst and others

Numerical Analysis, Computation

elicito: A Python Package for Expert Prior Elicitation

4 days ago by Florence Bockting and Paul-Christian Bürkner

Methodology, Computation

Data-driven modeling and prediction of microglial cell dynamics in the ischemic penumbra

4 days ago by Sara Amato and Andrea Arnold at

Worcester Polytechnic Institute

Cell Behavior, Quantitative Methods

Quasi-Monte Carlo with one categorical variable

4 days ago by Valerie N. P. Ho and others

Computation, Numerical Analysis

A Bayesian approach to functional regression: theory and computation

5 days ago by José Berrendero and others at

Universidad Autónoma de Madrid

Methodology, Statistics Theory

Understanding uncertainty in Bayesian cluster analysis

5 days ago by Cecilia Balocchi and Sara Wade

A more efficient algorithm to compute the Rand Index for change-point problems

5 days ago by Lucas De Oliveira Prates

Data Structures and Algorithms, Computation

Robust Maximum L_q-Likelihood Covariance Estimation for Replicated Spatial Data

5 days ago by Sihan Chen and others

Methodology, Computation

Leveraging Optimal Transport for Distributed Two-Sample Testing: An Integrated Transportation Distance-based Framework

5 days ago by Zhengqi Lin and Yan Chen

Methodology, Statistics Theory

Fast data inversion for high-dimensional dynamical systems from noisy measurements

5 days ago by Yizi Lin and others

Computation, Statistics Theory

Tuning-Free Coreset Markov Chain Monte Carlo via Hot DoG

5 days ago by Naitong Chen and others at

Boston University

Computation, Machine Learning

fairmetrics: An R package for group fairness evaluation

5 days ago by Benjamin Smith and others

Computation, Machine Learning

Summary Statistics of Large-scale Model Outputs for Observation-corrected Outputs

5 days ago by Atlanta Chakraborty and Julie Bessac

Methodology, Applications

Fast and light-weight energy statistics using the R packages \textsf{Rfast} and \textsf{Rfast2}

5 days ago by Michail Tsagris and Manos Papadakis

Dynamic guessing for Hamiltonian Monte Carlo with embedded numerical root-finding

6 days ago by Teddy Groves and others

Simulating Diffusion Bridges with Score Matching

6 days ago by Jeremy Heng and others

Computation, Machine Learning

Sublinear Algorithms for Wasserstein and Total Variation Distances: Applications to Fairness and Privacy Auditing

6 days ago by Debabrota Basu and Debarshi Chanda

Machine Learning, Computers and Society

Generating uniform linear extensions using few random bits

7 days ago by Mark Huber

Computational Complexity, Probability

Explicit convergence rates of underdamped Langevin dynamics under weighted and weak Poincaré--Lions inequalities

7 days ago by Giovanni Brigati and others

Probability, Analysis of PDEs

Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in estimating the mean squared error of the least squares estimator in linear regression

7 days ago by Marieke Stolte and others

Methodology, Computation

Adjustment for Confounding using Pre-Trained Representations

7 days ago by Rickmer Schulte and others

Machine Learning, Artificial Intelligence

An Exact and Efficient Sampler for Dynamic Discrete Distributions

7 days ago by Lilith Orion Hafner and Adriano Meligrana

Data Structures and Algorithms, Probability

Branching Stein Variational Gradient Descent for sampling multimodal distributions

7 days ago by Isaías Bañales and others

Machine Learning, Computation

Penalised spline estimation of covariate-specific time-dependent ROC curves

16 June 2025 by María Xosé Rodríguez-Álvarez and Vanda Inácio

Methodology, Computation

On the Equivalence of Gaussian Graphical Models Defined on Complete Bipartite Graphs

16 June 2025 by Mehdi Molkaraie

Information Theory, Computational Complexity

Amortized Bayesian Multilevel Models

16 June 2025 by Daniel Habermann and others at

University of Stuttgart

Machine Learning, Computation

Exploring Discrete Factor Analysis with the discFA Package in R

16 June 2025 by Reza Arabi Belaghi and others

Methodology, Applications

Statistical Taylor Expansion

15 June 2025 by Chengpu Wang

Computation, Machine Learning

Efficient Implementation of a Semiparametric Joint Model for Multivariate Longitudinal Biomarkers and Competing Risks Time-to-Event Data

15 June 2025 by Shanpeng Li and others

Methodology, Computation

A Minimum Distance Estimator Approach for Misspecified Ergodic Processes

14 June 2025 by Jaroslav Borodavka and others

Methodology, Probability

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