Latest Research in Computation

Top Research Topics in Computation

• Methodology — 11 papers
• Statistics Theory — 3 papers
• Computation — 2 papers
• Explainable Artificial Intelligence (XAI) — 1 papers
• Machine Learning — 1 papers
• Advanced Bandit Algorithms Research — 1 papers
• Bayesian Methods and Mixture Models — 1 papers

Highest-Cited Papers

1. Recommendations for visual predictive checks in Bayesian workflow (1 citations)
2. Oracle high-dimensional $M$-estimation using smooth reparameterization for sparsity
3. Beyond point estimation: explaining the posterior in Bayesian cluster analysis
4. Principal component error in high-dimensional factor models
5. Marginal maximum likelihood estimation and asymptotic theory for latent variable models in high dimensions
6. A Functional SVD Framework for Regularized Multivariate Functional PCA with Dual Penalization
7. Component-weighted sparse group LASSO for finite mixture regression models
8. Inference as risk identification
9. Design-Assisted Regression
10. Scalable Krylov Subspace Methods for Generalized Mixed-Effects Models with Crossed Random Effects
11. Regularized Estimation and Feature Selection in Mixtures of Generalized Linear Experts
12. Parsimonious Ultrametric Manly Mixture Models
13. Shrinkage invalidates the Hosmer-Lemeshow test: goodness of fit for penalized logistic regression, with an application to glaucoma diagnosis
14. Density Evolution: A Multiscale View of Density Estimation
15. A novel model-based biclustering for ordinal data via a URV approach
16. Canonical Correlation Analysis as Reduced Rank Regression in High Dimensions
17. CliPS -- How to identify cluster distributions in Bayesian mixture models
18. Groupwise Predictor Envelope Models for Multivariate Linear Regression
19. Favourable Missingness in Semi-Supervised Classification for Exponential Mixture Models
20. Posterior Summarization for Variable Selection in Bayesian Tree Ensembles