🎲 Bayesian Methods - fat · Scour

A Flexible Approach to Augmenting a Bayesian VAR with Nonlinear Factors

📊Economic Theory Academic

Constraint residuals, graph posteriors, and determinant-corrected full-space targets in Bayesian inverse problems

🐻Polars Academic

Improving PET/CT-Based Whole-Body Lesion Segmentation Using Prediction Uncertainty-Augmented Models

📈Time Series ML Academic

Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

🔀CQRS Academic

Learning the Universe: Posterior Reliability of Neural Generative Models in High-Dimensional Field-Level Inference of Cosmic Initial Conditions

📈Time Series ML Academic

Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference

🐻Polars Academic

Bayesian genome-wide clustering and variable selection of transcriptomic data via rank-based mixtures

🔮Forecasting Models Academic

Constrained Weighted Bayesian Bootstrap

🔮Forecasting Models Academic

Confidence, Statistical Evidence and Relative Belief with Applications to a Problem in Particle Physics

🔮Forecasting Models Academic

Active Learning with Bayesian Reasoning: A POGIL-Based Pedagogy in Introductory Statistics

🔮Forecasting Models Academic

KG-SoftMAP: Soft Knowledge-Graph Priors for Bayesian Network Structure Learning from Sparse Discrete Data

📈Time Series ML Academic

Semiparametric Bayesian Difference-in-Differences

💰Financial Modeling Academic

Large-scale empirical tuning and comparison of default optimizers for variational inference

📈Time Series ML Academic

LMT: A Bayesian Framework for Causal Discovery from Textual Alarm Records in Manufacturing Systems

📈Time Series ML Academic

Model Selection for SLOPE Models: A Bayesian Perspective

🔮Forecasting Models Academic

Liesel: A Python Framework for Graph-Based Bayesian Modeling and Customizable MCMC with Support for Generalized Additive Models

📊Grafana Academic

WorldKernel: A World Model is the Coupling Kernel of Admissible Possible Worlds

🏗️Domain-Driven Design Academic

In-Context Learning for Latent Space Bayesian Optimization

📈Time Series ML Academic

Bayesian learning for the stochastic shortest path problem

🔮Forecasting Models Academic

Sample Where You Struggle: Sharpening Base Model Reasoning via Entropy-Guided Power Sampling

🗃️Database Internals Academic

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