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Bayesian Inference

523 papers

Papers per year

9
8
42
30
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Papers

Generalized Belief Transport NIPS 2023
Aligning Language Models with Human Preferences via a Bayesian Approach NIPS 2023
Generalization in the Face of Adaptivity: A Bayesian Perspective NIPS 2023
Beam Search Optimized Batch Bayesian Active Learning AAAI 2023
Better Peer Grading through Bayesian Inference AAAI 2023
Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation AAAI 2023
Inverse-Reference Priors for Fisher Regularization of Bayesian Neural Networks AAAI 2023
Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model AAAI 2023
FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation AAAI 2023
Formal Verification of Bayesian Mechanisms AAAI 2023
Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference AAAI 2023
Safety Verification of Nonlinear Systems with Bayesian Neural Network Controllers AAAI 2023
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information ACL 2023
Reanalyzing L2 Preposition Learning with Bayesian Mixed Effects and a Pretrained Language Model ACL 2023
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ACL 2023
Distance-to-Set Priors and Constrained Bayesian Inference AISTATS 2023
Bayesian Optimization with Conformal Prediction Sets AISTATS 2023
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization AISTATS 2023
Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework AISTATS 2023
Learning Analytical Posterior Probability for Human Mesh Recovery CVPR 2023
Few-Shot Non-Line-of-Sight Imaging With Signal-Surface Collaborative Regularization CVPR 2023
Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning CVPR 2023
The neural dynamics of word recognition and integration EMNLP 2023
TopWORDS-Poetry: Simultaneous Text Segmentation and Word Discovery for Classical Chinese Poetry via Bayesian Inference EMNLP 2023
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023