SOTAVerified

Uncertainty Quantification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 901–925 of 2366 papers

TitleStatusHype
Posterior Uncertainty Quantification in Neural Networks using Data AugmentationCode0
Pessimistic Causal Reinforcement Learning with Mediators for Confounded Offline Data—0
Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects—0
Function-space Parameterization of Neural Networks for Sequential LearningCode0
Variation Due to Regularization Tractably Recovers Bayesian Deep Learning—0
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEsCode0
Fast and reliable uncertainty quantification with neural network ensembles for industrial image classification—0
Uncertainty Quantification for cross-subject Motor Imagery classificationCode0
A Framework for Strategic Discovery of Credible Neural Network Surrogate Models under Uncertainty—0
On the Convergence of Locally Adaptive and Scalable Diffusion-Based Sampling Methods for Deep Bayesian Neural Network PosteriorsCode0
Towards a Framework for Deep Learning Certification in Safety-Critical Applications Using Inherently Safe Design and Run-Time Error Detection—0
Discovering High-Strength Alloys via Physics-Transfer Learning—0
Uncertainty Quantification with Deep Ensembles for 6D Object Pose Estimation—0
Scalable Spatiotemporal Prediction with Bayesian Neural FieldsCode2
Koopman Ensembles for Probabilistic Time Series ForecastingCode0
Model-Free Local Recalibration of Neural Networks—0
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification—0
End-to-end Conditional Robust Optimization—0
Confidence on the Focal: Conformal Prediction with Selection-Conditional CoverageCode0
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing—0
Uncertainty quantification for deeponets with ensemble kalman inversion—0
Conformal prediction for multi-dimensional time series by ellipsoidal setsCode1
Scalable Bayesian inference for the generalized linear mixed model—0
Structured methods for parameter inference and uncertainty quantification for mechanistic models in the life sciencesCode0
On Fractional Moment Estimation from Polynomial Chaos Expansion—0
Show:102550
← PrevPage 37 of 95Next →

No leaderboard results yet.