variational inference

Tractable Approximate Gaussian Inference for Bayesian Neural Networks JMLR 2021 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows NeurIPS 2021 Tractable structured natural-gradient descent using local parameterizations ICML 2021 Treatment Effect Estimation with Disentangled Latent Factors AAAI 2021 Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference ACL 2021 Unified Robust Semi-Supervised Variational Autoencoder ICML 2021 Universal Approximation Using Well-Conditioned Normalizing Flows NeurIPS 2021 Unsupervised Bayesian Adaptation of PLDA for Speaker Verification Interspeech 2021 Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021 VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021 Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition Interspeech 2021 Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems NeurIPS 2021 Variational Auto-Regressive Gaussian Processes for Continual Learning ICML 2021 Variational Bayesian Optimistic Sampling NeurIPS 2021 variational combinatorial sequential monte carlo methods for bayesian phylogenetic inference UAI 2021 Variational Continual Bayesian Meta-Learning NeurIPS 2021 Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021 Variational Fair Clustering AAAI 2021 Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021 Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models ICML 2021 Variational Inference for Continuous-Time Switching Dynamical Systems NeurIPS 2021 Variational Inference for Learning Representations of Natural Language Edits AAAI 2021 Variational inference for nonlinear ordinary differential equations AISTATS 2021 Variational Inference MPC using Tsallis Divergence RSS 2021 Variational inference with continuously-indexed normalizing flows UAI 2021