Bayesian Inference

Bayesian Federated Neural Matching That Completes Full Information AAAI 2023 Bayesian inference approach for entropy regularized reinforcement learning with stochastic dynamics UAI 2023 Bayesian inference for vertex-series-parallel partial orders UAI 2023 Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space NeurIPS 2023 Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval NeurIPS 2023 Bayesian Models for Targeted Cyber Deception Strategies (Student Abstract) AAAI 2023 Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts ICML 2023 Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability NeurIPS 2023 Bayesian numerical integration with neural networks UAI 2023 Bayesian online change point detection with Hilbert space approximate Student-t process ICML 2023 Bayesian Optimisation of Functions on Graphs NeurIPS 2023 Bayesian Optimization Meets Self-Distillation ICCV 2023 Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023 Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach AISTATS 2023 Bayesian Optimization with Conformal Prediction Sets AISTATS 2023 Bayesian Optimization with Cost-varying Variable Subsets NeurIPS 2023 Bayesian Optimization with Switching Cost: Regret Analysis and Lookahead Variants IJCAI 2023 Bayesian Oracle for bounding information gain in neural encoding models ICLR 2023 Bayesian Posterior Approximation With Stochastic Ensembles CVPR 2023 Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models ICML 2023 Bayesian Risk-Averse Q-Learning with Streaming Observations NeurIPS 2023 Bayesian Spiked Laplacian Graphs JMLR 2023 Bayesian Strategy-Proof Facility Location via Robust Estimation AISTATS 2023 Bayesian Structure Scores for Probabilistic Circuits AISTATS 2023 Bayesian Variable Selection in a Million Dimensions AISTATS 2023