Bayesian Inference

CICL_DMS at SemEval-2023 Task 11: Learning With Disagreements (Le-Wi-Di) SemEval 2023 CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023 CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift NeurIPS 2023 Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates ICML 2023 Compositional Score Modeling for Simulation-Based Inference ICML 2023 Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions ICML 2023 Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection AutoML 2023 Computer Vision to the Rescue: Infant Postural Symmetry Estimation From Incongruent Annotations WACV 2023 Conditional Matrix Flows for Gaussian Graphical Models NeurIPS 2023 Conditional score-based diffusion models for Bayesian inference in infinite dimensions NeurIPS 2023 Confidence-Aware Personalized Federated Learning via Variational Expectation Maximization CVPR 2023 Conformal Off-Policy Prediction AISTATS 2023 Conformal Prediction for Time Series with Modern Hopfield Networks NeurIPS 2023 Conformal Prediction with Missing Values ICML 2023 Consistent Model-based Clustering using the Quasi-Bernoulli Stick-breaking Process JMLR 2023 Constrained Causal Bayesian Optimization ICML 2023 Constructing a Credible Estimation for Overreporting of Climate Adaptation Funds in the Creditor Reporting System EACL 2023 Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars NeurIPS 2023 Contextual Gaussian Process Bandits with Neural Networks NeurIPS 2023 Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles AISTATS 2023 Continuous-in-time Limit for Bayesian Bandits JMLR 2023 Convergence of mean-field Langevin dynamics: time-space discretization, stochastic gradient, and variance reduction NeurIPS 2023 Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition AISTATS 2023 Convergence Rates of a Class of Multivariate Density Estimation Methods Based on Adaptive Partitioning JMLR 2023 Correction of Errors in Preference Ratings from Automated Metrics for Text Generation ACL 2023