Bayesian Inference

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Trace-Class Results for MCMC Algorithms for Student-t Regression Models

 🔍Causal Inference  Content type: Academic
arxiv.org·
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Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference

 🔍Causal Inference  Content type: Academic
arxiv.org·

Connectivity of Districting Metagraphs

 🕸️Decentralization  Content type: Academic
arxiv.org·

Optimal Transport Flow Matching by Design

 🔍Causal Inference  Content type: Academic
arxiv.org·

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

 🔍Causal Inference  Content type: Academic
arxiv.org·

A coupling-based approach to f-divergences diagnostics for Markov chain Monte Carlo

 🔍Causal Inference  Content type: Academic
arxiv.org·

S2A3: Thompson Sampling and Stochastic Exposure Control for High-Stakes CATs

 🔍Causal Inference  Content type: Academic
arxiv.org·

Variational Proximal Policy Optimization

 🎯Decision Making  Content type: Academic
arxiv.org·

A Flexible Approach to Augmenting a Bayesian VAR with Nonlinear Factors

 🔍Causal Inference  Content type: Academic
arxiv.org·

A Unifying Lens on Reward Uncertainty in RLHF

 🎯Decision Making  Content type: Academic
arxiv.org·

Agentic Monte Carlo: Simulating Reinforcement Learning for Black-Box Agents

 🎯Decision Making  Content type: Academic
arxiv.org·

Discrete-symmetry-adapted Markov chain Monte Carlo for the electro-elasticity of polymers: chain taut, collapse, and order

 🔍Causal Inference  Content type: Academic
arxiv.org·

Subarray based Wideband Beamforming and Variational Sparse CSI Estimation for Low-Resolution MU THz MIMO Systems

 🔍Causal Inference  Content type: Academic
arxiv.org·

Methods for adjusting for covariate measurement error in flexible modelling of functional form: results of a blinded, controlled neutral comparison simulation study

 🔍Causal Inference  Content type: Academic
arxiv.org·

Robust Multi-view Clustering against Imperfect Information

 🔍Causal Inference  Content type: Academic
arxiv.org·

Uncertainty-Aware Symbolic Regression through Bayesian Support Selection

 🔍Causal Inference  Content type: Academic
arxiv.org·

Variational Bayes Estimation for Affine-Precoded Superimposed Pilots in Partially Connected Dual-Wideband Tera-Hertz MU-MIMO Systems

 🔍Causal Inference  Content type: Academic
arxiv.org·

LLM Explainability with Counterfactual Chains and Causal Graphs

 🔍Causal Inference  Content type: Academic
arxiv.org·

Hybrid Particle Gaussian Mixture (H-PGM) Solution for Cislunar Target Tracking

 🔍Causal Inference  Content type: Academic
arxiv.org·

Flow-HOA: Generative Joint Optimization for Ambisonics Encoding via Flow Matching

 🕸️Decentralization  Content type: Academic
arxiv.org·
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