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Variational Inference

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TitleStatusHype
Exact Inference for Continuous-Time Gaussian Process Dynamics—0
Exactly Sparse Gaussian Variational Inference with Application to Derivative-Free Batch Nonlinear State Estimation—0
Excess risk analysis for epistemic uncertainty with application to variational inference—0
Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models—0
Expectation Propagation—0
Expected Free Energy-based Planning as Variational Inference—0
Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation—0
Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach—0
Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums—0
Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks—0
Exponential Convergence of CAVI for Bayesian PCA—0
Extending Mean-Field Variational Inference via Entropic Regularization: Theory and Computation—0
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts—0
Extreme Stochastic Variational Inference: Distributed and Asynchronous—0
Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey—0
Factor Analysis with Correlated Topic Model for Multi-Modal Data—0
Factored expectation propagation for input-output FHMM models in systems biology—0
Factorized Deep Generative Models for Trajectory Generation with Spatiotemporal-Validity Constraints—0
Fair Inference for Discrete Latent Variable Models—0
Fast and Accurate Variational Inference for Large Bayesian VARs with Stochastic Volatility—0
Fast and Correct Gradient-Based Optimisation for Probabilistic Programming via Smoothing—0
Fast and efficient speech enhancement with variational autoencoders—0
Fast and Unified Path Gradient Estimators for Normalizing Flows—0
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression—0
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization—0
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