Bayesian Inference

Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection CVPR 2023 Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023 Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023 Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction ACL 2023 Uncertainty Quantification via Neural Posterior Principal Components NeurIPS 2023 Undirected Probabilistic Model for Tensor Decomposition NeurIPS 2023 Uniqueness of BP fixed point for the Potts model and applications to community detection COLT 2023 Unscented Autoencoder ICML 2023 Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation NeurIPS 2023 Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction CVPR 2023 USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning AAAI 2023 Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy ICML 2023 Utilising the CLT Structure in Stochastic Gradient based Sampling : Improved Analysis and Faster Algorithms COLT 2023 Variational Boosted Soft Trees AISTATS 2023 Variational Gaussian processes for linear inverse problems NeurIPS 2023 Variational Gaussian Processes with Decoupled Conditionals NeurIPS 2023 Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data JMLR 2023 Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing NeurIPS 2023 Variational Inference for Deblending Crowded Starfields JMLR 2023 Variational Inference with Gaussian Score Matching NeurIPS 2023 Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations JMLR 2023 Variational Open-Domain Question Answering ICML 2023 Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization ICML 2023 Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023 VaRT: Variational Regression Trees NeurIPS 2023