| Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models | Feb 6, 2014 | Dimensionality ReductionGaussian Processes | CodeCode Available | 0 |
| Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models - a Gentle Tutorial | Feb 6, 2014 | Gaussian Processesregression | —Unverified | 0 |
| Neural Variational Inference and Learning in Belief Networks | Jan 31, 2014 | Variational Inference | —Unverified | 0 |
| Bayesian nonparametric comorbidity analysis of psychiatric disorders | Jan 29, 2014 | Variational Inference | —Unverified | 0 |
| Fast nonparametric clustering of structured time-series | Jan 8, 2014 | ClusteringNonparametric Clustering | —Unverified | 0 |
| Online Adaptor Grammars with Hybrid Inference | Jan 1, 2014 | Topic ModelsVariational Inference | —Unverified | 0 |
| Black Box Variational Inference | Dec 31, 2013 | Stochastic OptimizationVariational Inference | CodeCode Available | 0 |
| Auto-Encoding Variational Bayes | Dec 20, 2013 | Anomaly DetectionImage Clustering | CodeCode Available | 1 |
| Practical Collapsed Stochastic Variational Inference for the HDP | Dec 2, 2013 | Variational Inference | —Unverified | 0 |
| A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks | Dec 1, 2013 | Link PredictionVariational Inference | —Unverified | 0 |
| Integrated Non-Factorized Variational Inference | Dec 1, 2013 | Variational Inference | —Unverified | 0 |
| Efficient Online Inference for Bayesian Nonparametric Relational Models | Dec 1, 2013 | Link PredictionVariational Inference | —Unverified | 0 |
| Relevance Topic Model for Unstructured Social Group Activity Recognition | Dec 1, 2013 | Activity RecognitionAttribute | —Unverified | 0 |
| Variance Reduction for Stochastic Gradient Optimization | Dec 1, 2013 | Variational Inference | —Unverified | 0 |
| Modeling Overlapping Communities with Node Popularities | Dec 1, 2013 | Link PredictionVariational Inference | —Unverified | 0 |
| Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking | Dec 1, 2013 | Change Point DetectionVariational Inference | —Unverified | 0 |
| Memoized Online Variational Inference for Dirichlet Process Mixture Models | Dec 1, 2013 | ClusteringDenoising | —Unverified | 0 |
| Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression | Dec 1, 2013 | regressionVariational Inference | —Unverified | 0 |
| DinTucker: Scaling up Gaussian process models on multidimensional arrays with billions of elements | Nov 12, 2013 | Tensor DecompositionVariational Inference | —Unverified | 0 |
| Scalable Recommendation with Poisson Factorization | Nov 7, 2013 | Variational Inference | CodeCode Available | 0 |
| Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach | Nov 6, 2013 | Bayesian InferenceMusic Recommendation | —Unverified | 0 |
| Improved Bayesian Logistic Supervised Topic Models with Data Augmentation | Oct 9, 2013 | Bayesian InferenceData Augmentation | —Unverified | 0 |
| A Sparse and Adaptive Prior for Time-Dependent Model Parameters | Oct 9, 2013 | Variational Inference | —Unverified | 0 |
| Scalable Variational Inference for Extracting Hierarchical Phrase-based Translation Rules | Oct 1, 2013 | TranslationVariational Inference | —Unverified | 0 |
| Automorphism Groups of Graphical Models and Lifted Variational Inference | Sep 26, 2013 | Variational Inference | —Unverified | 0 |
