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Uncertainty Quantification

Papers

Showing 751775 of 2366 papers

TitleStatusHype
Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN0
Conformalized Teleoperation: Confidently Mapping Human Inputs to High-Dimensional Robot Actions0
Beyond the Norms: Detecting Prediction Errors in Regression Models0
Neural Visibility Field for Uncertainty-Driven Active Mapping0
Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis0
A local squared Wasserstein-2 method for efficient reconstruction of models with uncertainty0
Conformal Prediction for Class-wise Coverage via Augmented Label Rank CalibrationCode0
Distribution-Free Predictive Inference under Unknown Temporal DriftCode0
On Subjective Uncertainty Quantification and Calibration in Natural Language GenerationCode0
Winner-takes-all learners are geometry-aware conditional density estimatorsCode0
Stochastic full waveform inversion with deep generative prior for uncertainty quantification0
Linearization Turns Neural Operators into Function-Valued Gaussian Processes0
Linear Opinion Pooling for Uncertainty Quantification on GraphsCode0
Exponentially Stable Projector-based Control of Lagrangian Systems with Gaussian Processes0
Cycles of Thought: Measuring LLM Confidence through Stable Explanations0
CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMsCode0
Relaxed Quantile Regression: Prediction Intervals for Asymmetric NoiseCode0
Learning Cellular Network Connection Quality with Conformal0
Integrating Physics of the Problem into Data-Driven Methods to Enhance Elastic Full-Waveform Inversion with Uncertainty QuantificationCode0
Label-wise Aleatoric and Epistemic Uncertainty QuantificationCode0
Offline Bayesian Aleatoric and Epistemic Uncertainty Quantification and Posterior Value Optimisation in Finite-State MDPsCode0
Certifiably Byzantine-Robust Federated Conformal PredictionCode0
To Believe or Not to Believe Your LLM0
The Deep Latent Space Particle Filter for Real-Time Data Assimilation with Uncertainty QuantificationCode0
A Bayesian Approach to Online PlanningCode1
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