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Fine-Grained Uncertainty Quantification for Long-Form Language Model Outputs: A Comparative Study
Arxiv
0+阅读 · 2月19日
Model-Agnostic Dynamic Feature Selection with Uncertainty Quantification
Arxiv
0+阅读 · 2月18日
Activation-Space Uncertainty Quantification for Pretrained Networks
Arxiv
0+阅读 · 2月16日
Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks
Arxiv
0+阅读 · 2月16日
Tuberculosis Screening from Cough Audio: Baseline Models, Clinical Variables, and Uncertainty Quantification
Arxiv
0+阅读 · 2月13日
SeSE: Black-Box Uncertainty Quantification for Large Language Models Based on Structural Information Theory
Arxiv
0+阅读 · 2月6日
PoissonRatioUQ: An R package for band ratio uncertainty quantification
Arxiv
0+阅读 · 2月6日
Towards uncertainty quantification of a model for cancer-on-chip experiments
Towards uncertainty quantification of a model for cancer-on-chip experiments
Arxiv
0+阅读 · 2月5日
An Efficient Bayesian Framework for Inverse Problems via Optimization and Inversion: Surrogate Modeling, Parameter Inference, and Uncertainty Quantification
Arxiv
0+阅读 · 2月4日
Uncertainty Quantification for Prior-Data Fitted Networks using Martingale Posteriors
Arxiv
0+阅读 · 1月29日
Multivariate Bayesian Last Layer for Regression with Uncertainty Quantification and Decomposition
Arxiv
0+阅读 · 1月30日
Automated HER2 scoring with uncertainty quantification using lensfree holography and deep learning
Arxiv
0+阅读 · 1月26日
Physics-Informed Uncertainty Enables Reliable AI-driven Design
Arxiv
0+阅读 · 1月26日
Uncertainty quantification in model discovery by distilling interpretable material constitutive models from Gaussian process posteriors
Arxiv
0+阅读 · 1月26日
Multi-level Monte Carlo Dropout for Efficient Uncertainty Quantification
Arxiv
0+阅读 · 1月19日
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