| Integrating Document Clustering and Topic Modeling | Sep 26, 2013 | ClusteringTopic Models | —Unverified | 0 |
| Constrained Bayesian Inference for Low Rank Multitask Learning | Sep 26, 2013 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Gaussian Processes for Big Data | Sep 26, 2013 | Gaussian ProcessesVariational Inference | CodeCode Available | 2 |
| One-class Collaborative Filtering with Random Graphs: Annotated Version | Sep 26, 2013 | Collaborative FilteringVariational Inference | —Unverified | 0 |
| Maximizing submodular functions using probabilistic graphical models | Sep 10, 2013 | Variational Inference | —Unverified | 0 |
| Variational Inference for Structured NLP Models | Aug 1, 2013 | Dependency ParsingVariational Inference | —Unverified | 0 |
| Streaming Variational Bayes | Jul 25, 2013 | Variational Inference | CodeCode Available | 1 |
| Algorithms of the LDA model [REPORT] | Jul 1, 2013 | Bayesian Inferencemodel | —Unverified | 0 |
| Non-parametric Power-law Data Clustering | Jun 13, 2013 | ClusteringVariational Inference | —Unverified | 0 |
| Fast Dual Variational Inference for Non-Conjugate LGMs | Jun 5, 2013 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Social Role Discovery in Human Events | Jun 1, 2013 | Variational Inference | —Unverified | 0 |
| Factored expectation propagation for input-output FHMM models in systems biology | May 17, 2013 | Variational Inference | —Unverified | 0 |
| Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation | May 10, 2013 | Bayesian InferenceTopic Models | —Unverified | 0 |
| Automated Variational Inference in Probabilistic Programming | Jan 7, 2013 | Probabilistic ProgrammingVariational Inference | —Unverified | 0 |
| Bayesian Probabilistic Co-Subspace Addition | Dec 1, 2012 | Missing ValuesVariational Inference | —Unverified | 0 |
| Truncation-free Online Variational Inference for Bayesian Nonparametric Models | Dec 1, 2012 | Topic ModelsVariational Inference | —Unverified | 0 |
| Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models | Dec 1, 2012 | Decision MakingDocument Classification | —Unverified | 0 |
| Affine Independent Variational Inference | Dec 1, 2012 | Variational Inference | —Unverified | 0 |
| Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression | Dec 1, 2012 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Fast Variational Inference in the Conjugate Exponential Family | Dec 1, 2012 | Variational Inference | —Unverified | 0 |
| Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes | Dec 1, 2012 | Continual LearningVariational Inference | —Unverified | 0 |
| Multilabel Classification using Bayesian Compressed Sensing | Dec 1, 2012 | Active LearningClassification | —Unverified | 0 |
| Variational Inference for Crowdsourcing | Dec 1, 2012 | Variational Inference | —Unverified | 0 |
| Scalable Inference of Overlapping Communities | Dec 1, 2012 | Variational Inference | —Unverified | 0 |
| Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints | Dec 1, 2012 | Bayesian InferenceVariational Inference | —Unverified | 0 |
