variational inference

Randomized Value Functions via Multiplicative Normalizing Flows UAI 2019 Rates of Convergence for Sparse Variational Gaussian Process Regression ICML 2019 Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation EMNLP 2019 Recall Traces: Backtracking Models for Efficient Reinforcement Learning ICLR 2019 Recurrent Kalman Networks: Factorized Inference in High-Dimensional Deep Feature Spaces ICML 2019 Reparameterizing Distributions on Lie Groups AISTATS 2019 Resampled Priors for Variational Autoencoders AISTATS 2019 Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow UAI 2019 ROBUST ESTIMATION VIA GENERATIVE ADVERSARIAL NETWORKS ICLR 2019 Robust Variational Bayesian Point Set Registration ICCV 2019 Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation UAI 2019 Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes NeurIPS 2019 Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers AISTATS 2019 Scalable Collapsed Inference for High-Dimensional Topic Models NAACL 2019 Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees AISTATS 2019 Scalable Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data NeurIPS 2019 Scalable Training of Inference Networks for Gaussian-Process Models ICML 2019 Second-Order Semantic Dependency Parsing with End-to-End Neural Networks ACL 2019 Self Attention in Variational Sequential Learning for Summarization Interspeech 2019 Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019 Semi-Supervised Voice Conversion with Amortized Variational Inference Interspeech 2019 ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing CoNLL 2019 Sliced Score Matching: A Scalable Approach to Density and Score Estimation UAI 2019 Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP 2019 SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity AISTATS 2019