darcook/DCPV-Artifacts
DCPV: Density-Clustered / OOD-Aware Predictive Variance Artifacts This repository contains the experimental artifacts, results, and datasets for the paper "Mitigating the Density Paradox in Bayesian Active Learning" (DCPV). These artifacts support the reproducibility of our findings, demonstrating that standard Bayesian Active Learning methods (like Predictive Variance) often fail in Out-of-Distribution (OOD) settings, and that our proposed method (Robust PV) effectively… See the full description on the dataset page: https://huggingface.co/datasets/darcook/DCPV-Artifacts.
| Author / organization | darcook |
|---|---|
| License (as declared) | mit |
| Downloads | 338 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 2 January 2026 |
| Last updated at source | 2 January 2026 |
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- 16 Oct 2026 Description: DCPV: Density-Clustered / OOD-Aware Predictive Variance Artifacts This repository contains the experimental artifacts, results, and datasets for the paper "Mitigating the Density Paradox in Bayesian Active Learning" (DCPV). These artifacts → DCPV: Density-Clustered / OOD-Aware Predictive Variance Artifacts This repository contains the experimental artifacts, results, and datasets for the paper "Mitigating the Density Paradox in Bayesian Active Learning" (DCPV). These artifacts
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