Bayesian Inference

Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding IJCNLP 2025 Algorithmic Recourse for Long-Term Improvement ICML 2025 Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data ICLR 2025 A Mixture-Based Framework for Guiding Diffusion Models ICML 2025 Amortized Probabilistic Conditioning for Optimization, Simulation and Inference AISTATS 2025 A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis ICLR 2025 An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models JMLR 2025 An Automated LLM-based Pipeline for Asset-Level Database Creation to Assess Deforestation Impact ACL 2025 An Automatic Method to Estimate Correctness of RAG COLING 2025 An Instrumental Value for Data Production and its Application to Data Pricing ICML 2025 Annealing Flow Generative Models Towards Sampling High-Dimensional and Multi-Modal Distributions ICML 2025 A PAC-Bayesian Link Between Generalisation and Flat Minima ALT 2025 Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes AAAI 2025 Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment AAAI 2025 Approximate Lifted Model Construction IJCAI 2025 Approximate Thompson Sampling for Learning Linear Quadratic Regulators with O(√T) Regret L4DC 2025 A Probabilistic Perspective on Unlearning and Alignment for Large Language Models ICLR 2025 Are you sure? Measuring models bias in content moderation through uncertainty EMNLP 2025 A Systematic Examination of Preference Learning through the Lens of Instruction-Following NAACL 2025 A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization ICML 2025 Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025 AutoEval Done Right: Using Synthetic Data for Model Evaluation ICML 2025 AutoStep: Locally adaptive involutive MCMC ICML 2025 AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection ICLR 2025 A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025