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Variational Inference

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TitleStatusHype
Higher-Order Inference for Multi-Class Log-Supermodular Models—0
A Non-negative VAE:the Generalized Gamma Belief Network—0
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints—0
Interpretable Dynamics Models for Data-Efficient Reinforcement Learning—0
How to deal with missing data in supervised deep learning?—0
Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition—0
Hybrid Variational Autoencoder for Time Series Forecasting—0
Gaussian Variational State Estimation for Nonlinear State-Space Models—0
Hyperspectral Unmixing Under Endmember Variability: A Variational Inference Framework—0
Variational Hyper-Encoding Networks—0
Anomaly Detection on Graph Time Series—0
Identifiable Feature Learning for Spatial Data with Nonlinear ICA—0
Distance-Preserving Spatial Representations in Genomic Data—0
Differentiable Learning of Submodular Models—0
Bayesian Learning for Neural Networks: an algorithmic survey—0
iLQR-VAE : control-based learning of input-driven dynamics with applications to neural data—0
Continual Learning with Adaptive Weights (CLAW)—0
Affine Independent Variational Inference—0
Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder—0
Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing—0
Importance Weighted Structure Learning for Scene Graph Generation—0
Variational Policy Propagation for Multi-agent Reinforcement Learning—0
Improved Bayesian Logistic Supervised Topic Models with Data Augmentation—0
Continuous Time Dynamic Topic Models—0
An Introduction to Variational Inference—0
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