variational inference

Implicit Variational Inference for High-Dimensional Posteriors NeurIPS 2023 Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models ICML 2023 Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach AISTATS 2023 Indeterminacy in Generative Models: Characterization and Strong Identifiability AISTATS 2023 Influence-Aware Attention for Multivariate Temporal Point Processes CLeaR 2023 Information-Theoretic Diffusion ICLR 2023 Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes NeurIPS 2023 Interactive Segmentation As Gaussion Process Classification CVPR 2023 Joint Prompt Optimization of Stacked LLMs using Variational Inference NeurIPS 2023 Langevin Diffusion Variational Inference AISTATS 2023 Latent Autoregressive Source Separation AAAI 2023 LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023 Latent Neural ODEs with Sparse Bayesian Multiple Shooting ICLR 2023 Latent SDEs on Homogeneous Spaces NeurIPS 2023 Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference COLT 2023 L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference NeurIPS 2023 Learning Continuous Normalizing Flows For Faster Convergence To Target Distribution via Ascent Regularizations ICLR 2023 Learning Hierarchical Features with Joint Latent Space Energy-Based Prior ICCV 2023 Learning Joint Latent Space EBM Prior Model for Multi-Layer Generator CVPR 2023 Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation ICML 2023 Learning on Large-scale Text-attributed Graphs via Variational Inference ICLR 2023 Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States NeurIPS 2023 Learning to Abstract with Nonparametric Variational Information Bottleneck EMNLP 2023 Learning to Transform for Generalizable Instance-wise Invariance ICCV 2023 Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision AISTATS 2023