bayesian inference

Generative Uncertainty in Diffusion Models UAI 2025 GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models EMNLP 2025 How good is your Laplace approximation of the Bayesian posterior? Finite-sample computable error bounds for a variety of useful divergences JMLR 2025 How To Make Your Cell Tracker Say "I dunno!" ICCV 2025 Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection WACV 2025 Improving Cooperation in Language Games with Bayesian Inference and the Cognitive Hierarchy AAAI 2025 Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing CVPR 2025 Improving Generalization with Flat Hilbert Bayesian Inference ICML 2025 Information-Based Exploration via Random Features for Reinforcement Learning ACML 2025 Injective flows for star-like manifolds ICLR 2025 Integrating Inference and Experimental Design for Contextual Behavioral Model Learning AAAI 2025 Inverse decision-making using neural amortized Bayesian actors ICLR 2025 Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs? AISTATS 2025 K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences CVPR 2025 Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly EMNLP 2025 Laplace Sample Information: Data Informativeness Through a Bayesian Lens ICLR 2025 Latent Variable Estimation in Bayesian Black-Litterman Models ICML 2025 Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025 LiFT: Learning to Fine-Tune via Bayesian Parameter Efficient Meta Fine-Tuning ICLR 2025 Low-Entropy Watermark Detection via Bayes’ Rule Derived Detector ACL 2025 Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA EMNLP 2025 Mixtures of Gaussian Process Experts with SMC^2 JMLR 2025 Modelling Populations of Interaction Networks via Distance Metrics JMLR 2025 Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising ICCV 2025 Noise-Aware Differentially Private Variational Inference AISTATS 2025