uncertainty

CGU-Bayes: Causal Graph Uncertainty-Guided Bayesian Inference for Domain Generalization CVPR 2026 Adaptive Sample Sharing for Multi Agent Linear Bandits ICML 2025 Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks ICML 2025 Beyond One-Hot Labels: Semantic Mixing for Model Calibration ICML 2025 CERTAIN: Context Uncertainty-aware One-Shot Adaptation for Context-based Offline Meta Reinforcement Learning ICML 2025 Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning ICML 2025 Learning Latent Graph Structures and their Uncertainty ICML 2025 Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models ICML 2025 Navigating Conflicting Views: Harnessing Trust for Learning ICML 2025 Representation Surgery in Model Merging with Probabilistic Modeling ICML 2025 The impact of uncertainty on regularized learning in games ICML 2025 Uncertainty and Influence aware Reward Model Refinement for Reinforcement Learning from Human Feedback ICLR 2025 Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos ICML 2025 When to retrain a machine learning model ICML 2025 Active Statistical Inference ICML 2024 Beyond the Norms: Detecting Prediction Errors in Regression Models ICML 2024 Conformal Prediction for Deep Classifier via Label Ranking ICML 2024 Distinguishing the Knowable from the Unknowable with Language Models ICML 2024 Handling Long-Term Safety and Uncertainty in Safe Reinforcement Learning CoRL 2024 Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective ICML 2024 Multi-Strategy Deployment-Time Learning and Adaptation for Navigation under Uncertainty CoRL 2024 Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI ICML 2024 Rolling Diffusion Models ICML 2024 Uncertainty-Aware Decision Transformer for Stochastic Driving Environments CoRL 2024 Uncertain Graph Neural Networks for Facial Action Unit Detection AAAI 2021