← Bayesian & Probabilistic
Artificial Intelligence › Bayesian & Probabilistic ›

Bayesian Inference

518 directly classified papers

Papers per year

Papers

Intervention and Conditioning in Causal Bayesian Networks NIPS 2024
Probabilistic size-and-shape functional mixed models NIPS 2024
Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation NIPS 2024
Estimating the Hallucination Rate of Generative AI NIPS 2024
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning NIPS 2024
Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models NIPS 2024
Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting NIPS 2024
Parallel-in-Time Probabilistic Numerical ODE Solvers JMLR 2024
Identifying and Addressing Disparities in Public Libraries with Bayesian Latent Variable Modeling AAAI 2024
Bayesian Calibration of Win Rate Estimation with LLM Evaluators EMNLP 2024
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models NIPS 2024
A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution EMNLP 2024
Sampling-Resilient Multi-Object Tracking AAAI 2024
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ACL 2023
Reanalyzing L2 Preposition Learning with Bayesian Mixed Effects and a Pretrained Language Model ACL 2023
Safety Verification of Nonlinear Systems with Bayesian Neural Network Controllers AAAI 2023
The neural dynamics of word recognition and integration EMNLP 2023
Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework AISTATS 2023
BANSAC: A Dynamic BAyesian Network for Adaptive SAmple Consensus ICCV 2023
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information ACL 2023
Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference AAAI 2023
Better Peer Grading through Bayesian Inference AAAI 2023
Distance-to-Set Priors and Constrained Bayesian Inference AISTATS 2023
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization AISTATS 2023
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts ICML 2023