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Variational Inference

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TitleStatusHype
On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian ProcessesCode0
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational InferenceCode0
Meaningful uncertainties from deep neural network surrogates of large-scale numerical simulations—0
Latent Network Estimation and Variable Selection for Compositional Data via Variational EMCode0
Statistical optimality and stability of tangent transform algorithms in logit models—0
Variational Bayesian Unlearning—0
Out-of-distribution detection for regression tasks: parameter versus predictor entropy—0
Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors—0
Statistical Guarantees for Transformation Based Models with Applications to Implicit Variational Inference—0
UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data—0
The Role of Mutual Information in Variational Classifiers—0
Sparse Gaussian Process Variational AutoencodersCode0
Semi-parametric γ-ray modeling with Gaussian processes and variational inferenceCode0
Learning to Learn Variational Semantic MemoryCode0
Privacy-preserving Data Sharing on Vertically Partitioned Data—0
Directed Variational Cross-encoder Network for Few-shot Multi-image Co-segmentation—0
Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman FilterCode0
Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning—0
Generating Diverse Translation from Model Distribution with Dropout—0
Flexible mean field variational inference using mixtures of non-overlapping exponential familiesCode0
Tensor Train Factorization and Completion under Noisy Data with Prior Analysis and Rank EstimationCode0
Variational Feature Disentangling for Fine-Grained Few-Shot Classification—0
Narrative Text Generation with a Latent Discrete PlanCode0
Learning from demonstration using products of experts: applications to manipulation and task prioritization—0
VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition ModelingCode0
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