Statistics

statistical inference, Bayesian, regression, probability theory

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Scoured 240 posts in 8.2 ms

In-Context Learning for Latent Space Bayesian Optimization

 ⚙️ML Engineering  Content type: Academic
arxiv.org·

Beat the Oracle

 🤖ai  Content type: Code
github.com
··DEV

When can a posterior predictive check identify the learning rate? Exact degeneracy in Gaussian models and implications for Generalised Bayesian Inerence

 ⚙️ML Engineering  Content type: Academic
arxiv.org·

Convergence Rates for Neural-Network Estimation with Current-Status Data

 ⚙️ML Engineering  Content type: Academic
arxiv.org·

Structure-Preserving Correction Learning for Sparse Bayesian Inference in Brain Source Imaging

 ⚙️ML Engineering  Content type: Academic
arxiv.org·

Ergodic Theory in Classical and Bayesian Inference

 🧠AI Research  Content type: Academic
arxiv.org·

Spatial Model Selection and Uncertainty Quantification: Comparing Continuous and Discrete Wound Healing Models

 Software Perf  Content type: Academic
arxiv.org·

Hybrid Bayesian and deep learning-based degradation modeling for medical imaging equipment under multi-condition Internet of Medical Things data streams

 ⚙️ML Engineering  Content type: Academic
sciencedirect.com·

Sequential statistical inference for Large Language Models: Representation, validity, and monitoring

 💬LLMs  Content type: Academic
arxiv.org·

ReflectiChain: Epistemic Grounding in LLM-Driven World Models for Supply Chain Resilience

 ⚙️ML Engineering  Content type: Academic
arxiv.org·

Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach

 📈Time Series  Content type: Academic
arxiv.org·

Semiparametric Bayesian Difference-in-Differences

 🤖Algo Trading  Content type: Academic
arxiv.org·

A 65 nm Multi-Modal Bayesian Inference Engine with 16.3 fJ/Sample Calibration-Free GRNG for Risk-Aware At-Home Skin Lesion Screening

 ⚙️ML Engineering  Content type: Academic
arxiv.org·

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

 💬LLMs  Content type: Academic
arxiv.org·

Parameter estimation in generalized fractional neuronal models

 ⚙️ML Engineering  Content type: Academic
arxiv.org·

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

 🤖ai  Content type: Academic
arxiv.org·

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

 🧠AI Research  Content type: Academic
arxiv.org·

Bayesian learning for the stochastic shortest path problem

 🧠AI Research  Content type: Academic
arxiv.org·

Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference

 🧠AI Research  Content type: Academic
arxiv.org·

Generalized TV--$\ell_p$ Structured Priors for Bayesian $T_1$ Mapping

 💬LLMs  Content type: Academic
arxiv.org·
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