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Variational Inference

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TitleStatusHype
Optimality of variational inference for stochasticblock model with missing links—0
Latent Matters: Learning Deep State-Space Models—0
A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors—0
Variational Gibbs Inference for Statistical Model Estimation from Incomplete DataCode0
Differentially private stochastic expectation propagation (DP-SEP)—0
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule—0
Weight Pruning and Uncertainty in Radio Galaxy ClassificationCode0
Structured Stochastic Gradient MCMC: a hybrid VI and MCMC approach—0
Matrix Inversion free variational inference in Conditional Student's T Processes—0
Shooting Schrödinger’s Cat—0
Probabilistic Deep Learning with Generalised Variational Inference—0
A Deterministic Sampling Method via Maximum Mean Discrepancy Flow with Adaptive Kernel—0
CCSL: A Causal Structure Learning Method from Multiple Unknown EnvironmentsCode0
Blind Channel Estimation for MIMO Systems via Variational Inference—0
Neural Dynamic Focused Topic Model—0
PredProp: Bidirectional Stochastic Optimization with Precision Weighted Predictive Coding—0
Natural Gradient Variational Inference with Gaussian Mixture Models—0
Predictive coding, precision and natural gradients—0
Robust Learning via Ensemble Density Propagation in Deep Neural Networks—0
CoCo Games: Graphical Game-Theoretic Swarm Control for Communication-Aware Coverage—0
Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian ProcessesCode0
Amortized Variational Inference for Simple Hierarchical Models—0
Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time SeriesCode0
Variational Inference with Holder Bounds—0
DAGSurv: Directed Acyclic Graph Based Survival Analysis Using Deep Neural NetworksCode0
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