variational inference

Disentangled Spatiotemporal Graph Generative Models AAAI 2022 Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation EMNLP 2022 Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates AAAI 2022 Easy Variational Inference for Categorical Models via an Independent Binary Approximation ICML 2022 Effective Nonlinear Feature Selection Method based on HSIC Lasso and with Variational Inference AISTATS 2022 Efficient Approximate Inference for Stationary Kernel on Frequency Domain ICML 2022 Efficient Inference for Dynamic Flexible Interactions of Neural Populations JMLR 2022 Efficient inference for dynamic topic modeling with large vocabularies UAI 2022 Efficient Maximal Coding Rate Reduction by Variational Forms CVPR 2022 Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling ICLR 2022 Embrace the Gap: VAEs Perform Independent Mechanism Analysis NeurIPS 2022 Empirical Sampling from Latent Utterance-wise Evidence Model for Missing Data ASR based on Neural Encoder-Decoder Model Interspeech 2022 End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection IJCAI 2022 End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue Interspeech 2022 Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning ICLR 2022 Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering IJCAI 2022 Estimators of Entropy and Information via Inference in Probabilistic Models AISTATS 2022 Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention EMNLP 2022 Event Schema Induction with Double Graph Autoencoders NAACL 2022 Expectation programming: Adapting probabilistic programming systems to estimate expectations efficiently UAI 2022 Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning IJCAI 2022 Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes AISTATS 2022 Fast Instrument Learning with Faster Rates NeurIPS 2022 Fat–Tailed Variational Inference with Anisotropic Tail Adaptive Flows ICML 2022 Feature Space Particle Inference for Neural Network Ensembles ICML 2022