bayesian inference

Human spatiotemporal pattern learning as probabilistic program synthesis NeurIPS 2023 HyperPosePDF - Hypernetworks Predicting the Probability Distribution on SO(3) WACV 2023 Investigating a Generalization of Probabilistic Material Implication and Bayesian Conditionals UAI 2023 Iterated Block Particle Filter for High-dimensional Parameter Learning: Beating the Curse of Dimensionality JMLR 2023 It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk EMNLP 2023 Jana: Jointly amortized neural approximation of complex Bayesian models UAI 2023 Kalman Bayesian Neural Networks for Closed-Form Online Learning AAAI 2023 Kernel Stein Discrepancy thinning: a theoretical perspective of pathologies and a practical fix with regularization NeurIPS 2023 Knowledge Acquisition for Human-In-The-Loop Image Captioning AISTATS 2023 Label Correction of Crowdsourced Noisy Annotations with an Instance-Dependent Noise Transition Model NeurIPS 2023 Langevin Diffusion Variational Inference AISTATS 2023 Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning NeurIPS 2023 Latent Autoregressive Source Separation AAAI 2023 Learning Analytical Posterior Probability for Human Mesh Recovery CVPR 2023 Learning in temporally structured environments ICLR 2023 Learning Physical Models that Can Respect Conservation Laws ICML 2023 Leveraging Demonstrations to Improve Online Learning: Quality Matters ICML 2023 Likelihood Ratio Confidence Sets for Sequential Decision Making NeurIPS 2023 Local Justice and Machine Learning: Modeling and Inferring Dynamic Ethical Preferences toward Allocations AAAI 2023 Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples ICLR 2023 MARS: Masked Automatic Ranks Selection in Tensor Decompositions AISTATS 2023 Massively parallel reweighted wake-sleep UAI 2023 Microcanonical Hamiltonian Monte Carlo JMLR 2023 Mini-batching error and adaptive Langevin dynamics JMLR 2023 Minimum Description Length Control ICLR 2023