Bayesian & Probabilistic

Probabilistic Symmetry for Multi-Agent Dynamics L4DC 2023 Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation ACL 2023 Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose Estimation ICCV 2023 Probabilistic Volumetric Fusion for Dense Monocular SLAM WACV 2023 Probabilities of Causation: Role of Observational Data AISTATS 2023 Probably Approximate Shapley Fairness with Applications in Machine Learning AAAI 2023 ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models ICCV 2023 Proper Scoring Rules for Survival Analysis ICML 2023 Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval NeurIPS 2023 Provable convergence guarantees for black-box variational inference NeurIPS 2023 Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation NeurIPS 2023 qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization AISTATS 2023 Quantitative Universal Approximation Bounds for Deep Belief Networks ICML 2023 Quasi-Bayesian nonparametric density estimation via autoregressive predictive updates UAI 2023 Reanalyzing L2 Preposition Learning with Bayesian Mixed Effects and a Pretrained Language Model ACL 2023 Recovering Top-Two Answers and Confusion Probability in Multi-Choice Crowdsourcing ICML 2023 Recurrent Neural Networks and Universal Approximation of Bayesian Filters AISTATS 2023 Regularization for Shuffled Data Problems via Exponential Family Priors on the Permutation Group AISTATS 2023 Reinforcement Causal Structure Learning on Order Graph AAAI 2023 Reliable and Interpretable Personalized Federated Learning CVPR 2023 Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Sampling COLT 2023 Retrospective Uncertainties for Deep Models using Vine Copulas AISTATS 2023 Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification NeurIPS 2023 Revisiting Structured Variational Autoencoders ICML 2023 Rhino: Deep Causal Temporal Relationship Learning with History-dependent Noise ICLR 2023