Bayesian Learning

Bayesian Design Principles for Frequentist Sequential Learning ICML 2023 Bayesian Federated Learning: A Survey IJCAI 2023 Bayesian Hierarchical Models for Counterfactual Estimation AISTATS 2023 Bayesian inference for vertex-series-parallel partial orders UAI 2023 Bayesian Learning via Q-Exponential Process NeurIPS 2023 Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023 Bayesian Networks for the robust and unbiased prediction of depression and its symptoms utilizing speech and multimodal data Interspeech 2023 Bayesian online change point detection with Hilbert space approximate Student-t process ICML 2023 Bayesian Optimization with Cost-varying Variable Subsets NeurIPS 2023 Bayesian Posterior Approximation With Stochastic Ensembles CVPR 2023 Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process ICML 2023 Bayesian Prompt Learning for Image-Language Model Generalization ICCV 2023 Bayesian Spanning Tree: Estimating the Backbone of the Dependence Graph JMLR 2023 Bayesian target optimisation for high-precision holographic optogenetics NeurIPS 2023 Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees JMLR 2023 BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming ICML 2023 Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability NeurIPS 2023 CICL_DMS at SemEval-2023 Task 11: Learning With Disagreements (Le-Wi-Di) SemEval 2023 Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates ICML 2023 Collapsed Inference for Bayesian Deep Learning NeurIPS 2023 Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach AAAI 2023 Conditional score-based diffusion models for Bayesian inference in infinite dimensions NeurIPS 2023 Constrained Efficient Global Optimization of Expensive Black-box Functions ICML 2023 Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2023 Defending Black-Box Skeleton-Based Human Activity Classifiers AAAI 2023