🎲 Bayesian Stats - AjayMehta

Failure prognostics under sensor degradation: A comparative study of online and batch Bayesian inference

📊R Academic

arxiv.org·

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

📊R Academic

arxiv.org·

Less-relevant results

fabioconcina/claumon: Claude Code dashboard — minimal, fast, single binary

🔷C# Code

github.com··Hacker News, Hacker News

Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques

📊R Academic

arxiv.org·

A 185 TOPS/W/mm2 Bayesian Inference Engine with 640 aJ Write-Free FeFET GRNG for Uncertainty-Aware Aerial Search and Rescue

🔀Category Theory Academic

arxiv.org·

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

📊R Academic

arxiv.org·

Variational Proximal Policy Optimization

🧮Haskell Academic

arxiv.org·

Semiparametric Bayesian Difference-in-Differences

📊R Academic

arxiv.org·

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

🔀Category Theory 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

📊R Academic

arxiv.org·

Bridged SBI: Correcting Biased Low-Fidelity Posteriors for Cost-Efficient High-Fidelity Inference

📊R Academic

arxiv.org·

Disentanglement with Holographic Reduced Representations

🔀Category Theory Academic

arxiv.org·

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

🔀Category Theory Academic

arxiv.org·

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

🔀Category Theory Academic

arxiv.org·

A Flexible Approach to Augmenting a Bayesian VAR with Nonlinear Factors

📊R Academic

arxiv.org·

A Unifying Lens on Reward Uncertainty in RLHF

🤖AI Academic

arxiv.org·

Failure prognostics under sensor degradation: A comparative study of online and batch Bayesian inference

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

Structure-Preserving Neural Surrogates with Tractable Uncertainty Quantification

Hessian-informed, Coordinate Friendly Hamiltonian Monte Carlo in Linear Time

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

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

fabioconcina/claumon: Claude Code dashboard — minimal, fast, single binary

Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques

A 185 TOPS/W/mm2 Bayesian Inference Engine with 640 aJ Write-Free FeFET GRNG for Uncertainty-Aware Aerial Search and Rescue

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

Variational Proximal Policy Optimization

Semiparametric Bayesian Difference-in-Differences

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

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

Bridged SBI: Correcting Biased Low-Fidelity Posteriors for Cost-Efficient High-Fidelity Inference

Disentanglement with Holographic Reduced Representations

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

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

A Flexible Approach to Augmenting a Bayesian VAR with Nonlinear Factors

A Unifying Lens on Reward Uncertainty in RLHF