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Contextual Preference Distribution Learning
Arxiv
0+阅读 · 3月17日
Fine-Grained Uncertainty Quantification via Collisions
Fine-Grained Uncertainty Quantification via Collisions
Arxiv
0+阅读 · 3月18日
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
Arxiv
0+阅读 · 3月18日
Wasserstein-type Gaussian Process Regressions for Input Measurement Uncertainty
Wasserstein-type Gaussian Process Regressions for Input Measurement Uncertainty
Arxiv
0+阅读 · 3月18日
Improving Sampling for Masked Diffusion Models via Information Gain
Arxiv
0+阅读 · 3月18日
Nonlinear Information Theory: Characterizing Distributional Uncertainty in Communication Models with Sublinear Expectation
Arxiv
0+阅读 · 3月17日
Estimation and Hypothesis Testing of Fixed Effects Models-Based Uncertainty for Factor Designs
Arxiv
0+阅读 · 3月17日
Transit Network Design with Two-Level Demand Uncertainties: A Machine Learning and Contextual Stochastic Optimization Framework
Transit Network Design with Two-Level Demand Uncertainties: A Machine Learning and Contextual Stochastic Optimization Framework
Arxiv
0+阅读 · 3月17日
Predictive Uncertainty in Short-Term PV Forecasting under Missing Data: A Multiple Imputation Approach
Predictive Uncertainty in Short-Term PV Forecasting under Missing Data: A Multiple Imputation Approach
Arxiv
0+阅读 · 3月16日
Optimization-Based Robust Permissive Synthesis for Interval MDPs
Arxiv
0+阅读 · 3月16日
Severe Domain Shift in Skeleton-Based Action Recognition:A Study of Uncertainty Failure in Real-World Gym Environments
Severe Domain Shift in Skeleton-Based Action Recognition:A Study of Uncertainty Failure in Real-World Gym Environments
Arxiv
0+阅读 · 3月16日
Machine learning for sustainable geoenergy: uncertainty, physics and decision-ready inference
Arxiv
0+阅读 · 3月16日
Structured Credal Learning
Arxiv
0+阅读 · 3月14日
Chance-Constrained Correlated Equilibria for Robust Noncooperative Coordination
Arxiv
0+阅读 · 3月14日
Robust Regularized Policy Iteration under Transition Uncertainty
Arxiv
0+阅读 · 3月14日
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