Bayesian & Probabilistic

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 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 online change point detection with Hilbert space approximate Student-t process ICML 2023 Bayesian Optimization with Conformal Prediction Sets AISTATS 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 Beam Search Optimized Batch Bayesian Active Learning AAAI 2023 Benchmarking Constraint Inference in Inverse Reinforcement Learning ICLR 2023 Better Peer Grading through Bayesian Inference AAAI 2023 BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming ICML 2023 Bounded rationality in structured density estimation NeurIPS 2023 BSTT: A Bayesian Spatial-Temporal Transformer for Sleep Staging ICLR 2023 Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes NeurIPS 2023 Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability NeurIPS 2023 Calibrating Transformers via Sparse Gaussian Processes ICLR 2023 CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data ICML 2023 Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction AAAI 2023 Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data NeurIPS 2023