SOTAVerified

Uncertainty Quantification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 926–950 of 2366 papers

TitleStatusHype
(f,Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics—0
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models—0
Data-Driven Prediction and Uncertainty Quantification of PWR Crud-Induced Power Shift Using Convolutional Neural Networks—0
Bayesian Entropy Neural Networks for Physics-Aware Prediction—0
Data-driven polynomial chaos expansion for machine learning regression—0
Finite Element Method-enhanced Neural Network for Forward and Inverse Problems—0
Data-Driven Physics-Informed Neural Networks: A Digital Twin Perspective—0
Comparing the quality of neural network uncertainty estimates for classification problems—0
A Staged Deep Learning Approach to Spatial Refinement in 3D Temporal Atmospheric Transport—0
Analytical results for uncertainty propagation through trained machine learning regression models—0
A hybrid data driven-physics constrained Gaussian process regression framework with deep kernel for uncertainty quantification—0
Flexible Bayesian Last Layer Models Using Implicit Priors and Diffusion Posterior Sampling—0
A Strategy for Adaptive Sampling of Multi-fidelity Gaussian Process to Reduce Predictive Uncertainty—0
Forecasting Geopolitical Events with a Sparse Temporal Fusion Transformer and Gaussian Process Hybrid: A Case Study in Middle Eastern and U.S. Conflict Dynamics—0
Complementing Semi-Supervised Learning with Uncertainty Quantification—0
Forecasting the future development in quality and value of professional football players for applications in team management—0
Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes—0
Accurate Prediction and Uncertainty Estimation using Decoupled Prediction Interval Networks—0
Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares—0
FREIDA: A Framework for developing quantitative agent based models based on qualitative expert knowledge—0
Frequentist Guarantees of Distributed (Non)-Bayesian Inference—0
Accelerating Markov Random Field Inference with Uncertainty Quantification—0
From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence—0
From Classification Accuracy to Proper Scoring Rules: Elicitability of Probabilistic Top List Predictions—0
Data-Driven Model Selections of Second-Order Particle Dynamics via Integrating Gaussian Processes with Low-Dimensional Interacting Structures—0
Show:102550
← PrevPage 38 of 95Next →

No leaderboard results yet.