| Runtime Optimizations for Prediction with Tree-Based Models | Dec 11, 2012 | Prediction | —Unverified | 0 |
| Hypergraph and protein function prediction with gene expression data | Dec 3, 2012 | PredictionProtein Function Prediction | —Unverified | 0 |
| Context-Sensitive Decision Forests for Object Detection | Dec 1, 2012 | General ClassificationObject | —Unverified | 0 |
| Active Comparison of Prediction Models | Dec 1, 2012 | Model SelectionPrediction | —Unverified | 0 |
| Multilabel Classification using Bayesian Compressed Sensing | Dec 1, 2012 | Active LearningClassification | —Unverified | 0 |
| Mixability in Statistical Learning | Dec 1, 2012 | Bayesian InferencePrediction | —Unverified | 0 |
| Interpreting prediction markets: a stochastic approach | Dec 1, 2012 | Prediction | —Unverified | 0 |
| Link Prediction in Graphs with Autoregressive Features | Dec 1, 2012 | Link PredictionPrediction | —Unverified | 0 |
| Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction | Dec 1, 2012 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Multiple Choice Learning: Learning to Produce Multiple Structured Outputs | Dec 1, 2012 | Multiple-choicePrediction | —Unverified | 0 |
| Sparse Prediction with the k-Support Norm | Dec 1, 2012 | Prediction | —Unverified | 0 |
| Cocktail Party Processing via Structured Prediction | Dec 1, 2012 | General ClassificationPrediction | —Unverified | 0 |
| Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction | Dec 1, 2012 | Image InpaintingMulti-Label Classification | —Unverified | 0 |
| Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Optimally fuzzy temporal memory | Nov 22, 2012 | Future predictionPrediction | —Unverified | 0 |
| Algorithm Runtime Prediction: Methods & Evaluation | Nov 5, 2012 | Prediction | —Unverified | 0 |
| Venn-Abers predictors | Oct 31, 2012 | Predictionregression | CodeCode Available | 0 |
| Blending Learning and Inference in Structured Prediction | Oct 8, 2012 | PredictionScene Understanding | —Unverified | 0 |
| Hierarchical Conversation Structure Prediction in Multi-Party Chat | Jul 1, 2012 | Part-Of-Speech TaggingPrediction | —Unverified | 0 |
| On Amortizing Inference Cost for Structured Prediction | Jul 1, 2012 | Combinatorial OptimizationDependency Parsing | —Unverified | 0 |
| Universal Grapheme-to-Phoneme Prediction Over Latin Alphabets | Jul 1, 2012 | PredictionSpeech Recognition | —Unverified | 0 |
| The Use of Granularity in Rhetorical Relation Prediction | Jul 1, 2012 | PredictionRelation | —Unverified | 0 |
| Prediction of Learning Curves in Machine Translation | Jul 1, 2012 | Machine TranslationPrediction | —Unverified | 0 |
| Head-driven Transition-based Parsing with Top-down Prediction | Jul 1, 2012 | Dependency ParsingPrediction | —Unverified | 0 |
| Nonparametric Link Prediction in Dynamic Networks | Jun 27, 2012 | Link PredictionPrediction | —Unverified | 0 |