Bayesian Inference

Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization NeurIPS 2024 Mitigating Metric Bias in Minimum Bayes Risk Decoding EMNLP 2024 Mixed variational flows for discrete variables AISTATS 2024 MMGNN: A Molecular Merged Graph Neural Network for Explainable Solvation Free Energy Prediction IJCAI 2024 Model-Based Minimum Bayes Risk Decoding for Text Generation ICML 2024 Model-based Policy Optimization under Approximate Bayesian Inference AISTATS 2024 Model Fusion through Bayesian Optimization in Language Model Fine-Tuning NeurIPS 2024 Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NeurIPS 2024 Modeling Random Networks with Heterogeneous Reciprocity JMLR 2024 Monte Carlo guided Denoising Diffusion models for Bayesian linear inverse problems. ICLR 2024 More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms ICML 2024 More Labels or Cases? Assessing Label Variation in Natural Language Inference EACL 2024 MPCC++: Model Predictive Contouring Control for Time-Optimal Flight with Safety Constraints RSS 2024 MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection CVPR 2024 Multimodal Sleep Apnea Detection with Missing or Noisy Modalities MLHC 2024 Multi-Objective Bayesian Optimization with Active Preference Learning AAAI 2024 Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian Optimization AAAI 2024 Multi-Strategy Deployment-Time Learning and Adaptation for Navigation under Uncertainty CoRL 2024 Multi-View 3D Object Reconstruction and Uncertainty Modelling With Neural Shape Prior WACV 2024 NeoRL: Efficient Exploration for Nonepisodic RL NeurIPS 2024 Nesting Particle Filters for Experimental Design in Dynamical Systems ICML 2024 Neural Fields as Distributions: Signal Processing Beyond Euclidean Space CVPR 2024 Neural structure learning with stochastic differential equations ICLR 2024 Neural Visibility Field for Uncertainty-Driven Active Mapping CVPR 2024 Noether's Razor: Learning Conserved Quantities NeurIPS 2024