Bayesian Inference

Fitting Autoregressive Graph Generative Models through Maximum Likelihood Estimation JMLR 2023 Flat Seeking Bayesian Neural Networks NeurIPS 2023 FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score EMNLP 2023 Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance ICCV 2023 Flow Matching for Scalable Simulation-Based Inference NeurIPS 2023 Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks ACML 2023 Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding ACL 2023 Free Energy of Bayesian Convolutional Neural Network with Skip Connection ACML 2023 Free-Form Variational Inference for Gaussian Process State-Space Models ICML 2023 Frequency Domain Gaussian Process Models for $H^∞$ Uncertainties L4DC 2023 Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes ICML 2023 Function Space Bayesian Pseudocoreset for Bayesian Neural Networks NeurIPS 2023 Function-Space Regularization in Neural Networks: A Probabilistic Perspective ICML 2023 Fundamental limits and algorithms for sparse linear regression with sublinear sparsity JMLR 2023 Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection ACL 2023 Gaussian processes at the Helm(holtz): A more fluid model for ocean currents ICML 2023 Gaussian Processes with Errors in Variables: Theory and Computation JMLR 2023 Generalization in the Face of Adaptivity: A Bayesian Perspective NeurIPS 2023 Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation NeurIPS 2023 Generative Alignment of Posterior Probabilities for Source-Free Domain Adaptation WACV 2023 Generative Diffusion Prior for Unified Image Restoration and Enhancement CVPR 2023 GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies NeurIPS 2023 GFlowOut: Dropout with Generative Flow Networks ICML 2023 GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration ICML 2023 Gibbsian Polar Slice Sampling ICML 2023