bayesian inference

Robust Predictive Uncertainty and Double Descent in Contaminated Bayesian Random Features UAI 2026 Similarity-Consistent Likelihood Diffusion enables Hidden Person Detection from Wall Reflections CVPR 2026 Structural Drift Repair in Decision Trees via Bayesian Model-Based Diagnosis UAI 2026 The relative value of interventional and observational samples in Bayesian Causal Linear Gaussian Models UAI 2026 Towards Knowledge-augmented Bayesian Deep Learning For Computer Vision CVPR 2026 Towards Stable Federated Continual Test-Time Adaptation in Wild World CVPR 2026 Uncertainty Quantification of Click and Conversion Estimates for the Autobidding UAI 2026 Understanding Task Representations in Neural Networks via Bayesian Ablation CLeaR 2026 Universal priors: solving empirical Bayes via Bayesian inference and pretraining COLT 2026 VOCAL: Visual Odometry via ContrAstive Learning WACV 2026 Weighted Sequential Bayesian Inference for Non-Stationary Linear Contextual Bandits UAI 2026 When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning ACL 2026 A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning ACL 2025 ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments AAAI 2025 Approximate Bayesian Inference via Bitstring Representations UAI 2025 Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes AAAI 2025 Asynchronous Distributed Gaussian Process Regression AAAI 2025 A Trust-Region Method for Graphical Stein Variational Inference UAI 2025 A Unified Evaluation Framework for Epistemic Predictions AISTATS 2025 A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025 AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling ICML 2025 Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025 BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale AAAI 2025 Bayesian Circular Regression with von Mises Quasi-Processes AISTATS 2025 Bayesian Data Sketching for Varying Coefficient Regression Models JMLR 2025