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Bayesian Inference

518 directly classified papers

Papers per year

Papers

Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025
ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments AAAI 2025
Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models EMNLP 2025
Does Your AI Agent Get You? A Personalizable Framework for Approximating Human Models from Argumentation-based Dialogue Traces AAAI 2025
Reasoning over Uncertain Text by Generative Large Language Models AAAI 2025
Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes AAAI 2025
Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025
Low-Entropy Watermark Detection via Bayes’ Rule Derived Detector ACL 2025
Uncertainty-driven Partial Diacritization for Arabic Text EMNLP 2025
Computing Perfect Bayesian Equilibria in Sequential Auctions with Verification AAAI 2025
Epistemic Bellman Operators AAAI 2025
Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025
Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles ICCV 2025
Towards a Bayesian hierarchical model of lexical processing NAACL 2025
On Consistent Bayesian Inference from Synthetic Data JMLR 2025
Improving Cooperation in Language Games with Bayesian Inference and the Cognitive Hierarchy AAAI 2025
Integrating Inference and Experimental Design for Contextual Behavioral Model Learning AAAI 2025
Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025
TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data AAAI 2025
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025
Beyond Human Judgment: A Bayesian Evaluation of LLMs’ Moral Values Understanding EMNLP 2025
Bayesian Persuasion with Externalities: Exploiting Agent Types AAAI 2025
Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising ICCV 2025
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty NAACL 2025
Enough Coin Flips Can Make LLMs Act Bayesian ACL 2025