| An Introduction to Conditional Random Fields | Nov 17, 2010 | General Classificationparameter estimation | —Unverified | 0 |
| Supervised Topic Models | Mar 3, 2010 | parameter estimationregression | CodeCode Available | 0 |
| An Unsupervised Algorithm For Learning Lie Group Transformations | Jan 7, 2010 | parameter estimationTranslation | —Unverified | 0 |
| Factorization Machines | Jan 1, 2010 | parameter estimationRecommendation Systems | —Unverified | 0 |
| Maximum likelihood trajectories for continuous-time Markov chains | Dec 1, 2009 | parameter estimation | —Unverified | 0 |
| Minimum Probability Flow Learning | Jun 25, 2009 | parameter estimation | CodeCode Available | 1 |
| Efficient Exact Inference in Planar Ising Models | Dec 1, 2008 | Boundary Detectionparameter estimation | —Unverified | 0 |
| Discriminative K-means for Clustering | Dec 1, 2007 | Clusteringparameter estimation | —Unverified | 0 |
| Continuous Time Particle Filtering for fMRI | Dec 1, 2007 | parameter estimation | —Unverified | 0 |
| Variational inference for Markov jump processes | Dec 1, 2007 | parameter estimationVariational Inference | —Unverified | 0 |
| Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition | Dec 1, 2007 | Activity Recognitionfeature selection | —Unverified | 0 |
| Systematic Bias in Cosmic Shear: Beyond the Fisher Matrix | Oct 26, 2007 | parameter estimationSurvey | CodeCode Available | 0 |
| Multimodal nested sampling: an efficient and robust alternative to MCMC methods for astronomical data analysis | Apr 27, 2007 | object-detectionObject Detection | CodeCode Available | 0 |
| Efficient Cosmological Parameter Estimation with Hamiltonian Monte Carlo | Aug 30, 2006 | parameter estimation | CodeCode Available | 0 |
| Correlated Fluctuations in Luminosity Distance and the (Surprising) Importance of Peculiar Motion in Supernova Surveys | Dec 6, 2005 | parameter estimation | CodeCode Available | 0 |
| Lensed CMB simulation and parameter estimation | Feb 22, 2005 | parameter estimationSensitivity | CodeCode Available | 0 |
| Latent Dirichlet Allocation | Jan 1, 2003 | Collaborative Filteringparameter estimation | CodeCode Available | 1 |
| Separating the Early Universe from the Late Universe: cosmological parameter estimation beyond the black box | Jul 2, 2002 | Clusteringparameter estimation | CodeCode Available | 0 |
| Sherpa: a Mission-Independent Data Analysis Application | Aug 27, 2001 | parameter estimation | CodeCode Available | 0 |
