bayesian inference

Approximating Intersections and Differences Between Linear Statistical Shape Models Using Markov Chain Monte Carlo WACV 2024 APRICOT: Active Preference Learning and Constraint-Aware Task Planning with LLMs CoRL 2024 A robust inlier identification algorithm for point cloud registration via ℓ_0-minimization NeurIPS 2024 autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm AISTATS 2024 A Variational Approach to Bayesian Phylogenetic Inference JMLR 2024 Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information ICLR 2024 BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference ICLR 2024 Bayesian Active Learning in the Presence of Nuisance Parameters UAI 2024 Bayesian Adaptive Calibration and Optimal Design NeurIPS 2024 Bayesian Calibration of Win Rate Estimation with LLM Evaluators EMNLP 2024 Bayesian Coreset Optimization for Personalized Federated Learning ICLR 2024 Bayesian Differentiable Physics for Cloth Digitalization CVPR 2024 Bayesian Diffusion Models for 3D Shape Reconstruction CVPR 2024 Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing NeurIPS 2024 Bayesian Example Selection Improves In-Context Learning for Speech, Text and Visual Modalities EMNLP 2024 Bayesian Inference with Complex Knowledge Graph Evidence AAAI 2024 Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation ICLR 2024 Bayesian Online Learning for Consensus Prediction AISTATS 2024 Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models ACL 2024 Bayesian Strategic Classification NeurIPS 2024 Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning ICML 2024 Bayes-optimal learning of an extensive-width neural network from quadratically many samples NeurIPS 2024 Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design ICLR 2024 Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models NeurIPS 2024 Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks NeurIPS 2024