| Sparse Principal Component Analysis for High Dimensional Vector Autoregressive Models | Jun 30, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Optimal Feature Selection in High-Dimensional Discriminant Analysis | Jun 27, 2013 | feature selectionVariable Selection | —Unverified | 0 |
| Confidence Intervals and Hypothesis Testing for High-Dimensional Regression | Jun 13, 2013 | parameter estimationregression | —Unverified | 0 |
| Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation | Jun 9, 2013 | Clusteringfeature selection | —Unverified | 0 |
| Megastereo: Constructing High-Resolution Stereo Panoramas | Jun 1, 2013 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Learning Binary Codes for High-Dimensional Data Using Bilinear Projections | Jun 1, 2013 | ClassificationCode Generation | —Unverified | 0 |
| Relational words have high metaphoric potential | Jun 1, 2013 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Tensor-Based High-Order Semantic Relation Transfer for Semantic Scene Segmentation | Jun 1, 2013 | RelationScene Segmentation | —Unverified | 0 |
| Exploring Compositional High Order Pattern Potentials for Structured Output Learning | Jun 1, 2013 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Efficient Image Retargeting for High Dynamic Range Scenes | May 20, 2013 | Image RetargetingVocal Bursts Intensity Prediction | —Unverified | 0 |
| High Level Pattern Classification via Tourist Walks in Networks | May 7, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition | May 2, 2013 | Model Selectionregression | —Unverified | 0 |
| Bayesian crack detection in ultra high resolution multimodal images of paintings | Apr 22, 2013 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Continuum armed bandit problem of few variables in high dimensions | Apr 21, 2013 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Feature Elimination in Kernel Machines in moderately high dimensions | Apr 18, 2013 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-dimensional Mixed Graphical Models | Apr 9, 2013 | Computational EfficiencyVocal Bursts Intensity Prediction | —Unverified | 0 |
| Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems | Mar 24, 2013 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Covariance Estimation in High Dimensions via Kronecker Product Expansions | Feb 12, 2013 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| An Impossibility Result for High Dimensional Supervised Learning | Jan 29, 2013 | General ClassificationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data | Dec 1, 2012 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions | Dec 1, 2012 | Stochastic OptimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Efficient high dimensional maximum entropy modeling via symmetric partition functions | Dec 1, 2012 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Compressive neural representation of sparse, high-dimensional probabilities | Dec 1, 2012 | Compressive SensingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Minimizing Sparse High-Order Energies by Submodular Vertex-Cover | Dec 1, 2012 | ClusteringVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models | Nov 5, 2012 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Minimax sparse principal subspace estimation in high dimensions | Nov 2, 2012 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Mixture model for designs in high dimensional regression and the LASSO | Oct 17, 2012 | regressionVariable Selection | —Unverified | 0 |
| High-Dimensional Screening Using Multiple Grouping of Variables | Aug 9, 2012 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Exact Sampling and Decoding in High-Order Hidden Markov Models | Jul 1, 2012 | Language ModellingMachine Translation | —Unverified | 0 |
| Learning High-Level Planning from Text | Jul 1, 2012 | Relation ExtractionVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-frequency market-making with inventory constraints and directional bets | Jun 21, 2012 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Identifying High-Level Organizational Elements in Argumentative Discourse | Jun 1, 2012 | Relation ExtractionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Diversifiable Bootstrapping for Acquiring High-Coverage Paraphrase Resource | May 1, 2012 | Information RetrievalMachine Translation | —Unverified | 0 |
| A High-Quality Web Corpus of Czech | May 1, 2012 | ArticlesMachine Translation | —Unverified | 0 |
| Versatile Speech Databases for High Quality Synthesis for Basque | May 1, 2012 | Emotional Speech SynthesisSpeech Synthesis | —Unverified | 0 |
| Optimality of Graphlet Screening in High Dimensional Variable Selection | Apr 29, 2012 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Design of a hybrid high quality machine translation system | Apr 1, 2012 | Machine TranslationTranslation | —Unverified | 0 |
| A high speed transcription interface for annotating primary linguistic data | Apr 1, 2012 | Part-Of-Speech TaggingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Fast and Adaptive Sparse Precision Matrix Estimation in High Dimensions | Mar 17, 2012 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Optimal detection of sparse principal components in high dimension | Feb 23, 2012 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso | Feb 2, 2012 | feature selectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Building high-level features using large scale unsupervised learning | Dec 29, 2011 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Learning to Search Efficiently in High Dimensions | Dec 1, 2011 | Computational EfficiencyVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions | Dec 1, 2011 | Model SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Greedy Algorithms for Structurally Constrained High Dimensional Problems | Dec 1, 2011 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High Performance Human Face Recognition using Independent High Intensity Gabor Wavelet Responses: A Statistical Approach | Jun 17, 2011 | Face Recognitionimage-classification | —Unverified | 0 |
| Learning high-dimensional directed acyclic graphs with latent and selection variables | Apr 29, 2011 | Causal InferenceVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Performance Neural Networks for Visual Object Classification | Feb 1, 2011 | ClassificationGPU | —Unverified | 0 |
| Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference | Dec 1, 2010 | Causal Inferenceregression | —Unverified | 0 |
| Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models | Jun 16, 2010 | Model SelectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |