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[2605.30860] Bayesian Inference with Shaped Deep Non-linear MLPs
Abstract page for arXiv paper 2605.30860: Bayesian Inference with Shaped Deep Non-linear MLPs
[2605.30496] On the Bayesian analysis of a non-identifiable Binomial model
Abstract page for arXiv paper 2605.30496: On the Bayesian analysis of a non-identifiable Binomial model
![[2605.29413] From Classical Optimization to Bayesian Integration: A Comprehensive Analysis of Systematic Portfolio Management](/static/img/curated/desks/afbytes-economy.png)
[2605.29413] From Classical Optimization to Bayesian Integration: A Comprehensive Analysis of Systematic Portfolio Management
Abstract page for arXiv paper 2605.29413: From Classical Optimization to Bayesian Integration: A Comprehensive Analysis of Systematic Portfolio Management
[2605.27694] Likelihood-Free Inference for Multivariate Generalized Pareto Models
Abstract page for arXiv paper 2605.27694: Likelihood-Free Inference for Multivariate Generalized Pareto Models
[2605.27844] A Parameterization-Invariant DIC
Abstract page for arXiv paper 2605.27844: A Parameterization-Invariant DIC
[2605.27889] A Bayesian Hierarchical Generalization of Empirical Bayes for Crash Rate Estimation with Missing Traffic Volume
Abstract page for arXiv paper 2605.27889: A Bayesian Hierarchical Generalization of Empirical Bayes for Crash Rate Estimation with Missing Traffic Volume
[2605.28099] A computationally-tractable measure of global sensitivity for sampling-based Bayesian inference
Abstract page for arXiv paper 2605.28099: A computationally-tractable measure of global sensitivity for sampling-based Bayesian inference
[2410.12035] Learning with Importance Weighted Variational Inference
Abstract page for arXiv paper 2410.12035: Learning with Importance Weighted Variational Inference
[2502.08695] A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection
Abstract page for arXiv paper 2502.08695: A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection
[2504.10092] Bayesian optimal experimental design with Wasserstein information criteria
Abstract page for arXiv paper 2504.10092: Bayesian optimal experimental design with Wasserstein information criteria