| Online Prediction of Dyadic Data with Heterogeneous Matrix Factorization | Jan 13, 2016 | Collaborative FilteringVariational Inference | —Unverified | 0 |
| Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server | Dec 31, 2015 | Variational Inference | —Unverified | 0 |
| Deep Poisson Factorization Machines: factor analysis for mapping behaviors in journalist ecosystem | Dec 18, 2015 | Variational Inference | —Unverified | 0 |
| A Theoretically Grounded Application of Dropout in Recurrent Neural Networks | Dec 16, 2015 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums | Dec 10, 2015 | Topic ModelsVariational Inference | —Unverified | 0 |
| Stochastic Collapsed Variational Inference for Hidden Markov Models | Dec 5, 2015 | Variational Inference | —Unverified | 0 |
| Stochastic Collapsed Variational Inference for Sequential Data | Dec 5, 2015 | Variational Inference | —Unverified | 0 |
| High-dimensional neural spike train analysis with generalized count linear dynamical systems | Dec 1, 2015 | Variational Inference | CodeCode Available | 0 |
| Kullback-Leibler Proximal Variational Inference | Dec 1, 2015 | Variational Inference | —Unverified | 0 |
| Higher-Order Inference for Multi-Class Log-Supermodular Models | Dec 1, 2015 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
