| Incorporating Word Correlation Knowledge into Topic Modeling | May 1, 2015 | Computational EfficiencyTopic Models | —Unverified | 0 |
| Early Gains Matter: A Case for Preferring Generative over Discriminative Crowdsourcing Models | May 1, 2015 | text-classificationText Classification | —Unverified | 0 |
| On Sparse variational methods and the Kullback-Leibler divergence between stochastic processes | Apr 27, 2015 | Variational Inference | —Unverified | 0 |
| Online Inference for Relation Extraction with a Reduced Feature Set | Apr 18, 2015 | RelationRelation Extraction | —Unverified | 0 |
| Early Stopping is Nonparametric Variational Inference | Apr 6, 2015 | Variational Inference | CodeCode Available | 0 |
| On some provably correct cases of variational inference for topic models | Mar 23, 2015 | ClusteringDictionary Learning | —Unverified | 0 |
| Indian Buffet process for model selection in convolved multiple-output Gaussian processes | Mar 22, 2015 | Gaussian ProcessesModel Selection | CodeCode Available | 0 |
| Improving the Gaussian Process Sparse Spectrum Approximation by Representing Uncertainty in Frequency Inputs | Mar 9, 2015 | Variational Inference | CodeCode Available | 0 |
| Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data | Mar 7, 2015 | DiversityGaussian Processes | CodeCode Available | 0 |
| Local Expectation Gradients for Doubly Stochastic Variational Inference | Mar 4, 2015 | Variational Inference | —Unverified | 0 |
