| Inference of High-dimensional Autoregressive Generalized Linear Models | May 9, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast and High-Quality Bilateral Filtering Using Gauss-Chebyshev Approximation | May 7, 2016 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-dimensional Bayesian inference via the Unadjusted Langevin Algorithm | May 5, 2016 | Bayesian InferenceVocal Bursts Intensity Prediction | —Unverified | 0 |
| Fast rates with high probability in exp-concave statistical learning | May 4, 2016 | Model SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions | May 2, 2016 | Additive modelscompressed sensing | —Unverified | 0 |
| Exploiting Arabic Diacritization for High Quality Automatic Annotation | May 1, 2016 | LEMMAVocal Bursts Intensity Prediction | —Unverified | 0 |
| A Database of Laryngeal High-Speed Videos with Simultaneous High-Quality Audio Recordings of Pathological and Non-Pathological Voices | May 1, 2016 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Robust Estimators in High Dimensions without the Computational Intractability | Apr 21, 2016 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Learning Sparse Additive Models with Interactions in High Dimensions | Apr 18, 2016 | Additive modelsVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks | Apr 15, 2016 | GPUImage Segmentation | —Unverified | 0 |
| An Ensemble Method to Produce High-Quality Word Embeddings (2016) | Apr 6, 2016 | Vocal Bursts Intensity PredictionWord Embeddings | CodeCode Available | 2 |
| sPEGG: high throughput eco-evolutionary simulations on commodity graphics processors | Mar 30, 2016 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| A Reconfigurable Low Power High Throughput Architecture for Deep Network Training | Mar 24, 2016 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| Localized Lasso for High-Dimensional Regression | Mar 22, 2016 | Diversityregression | —Unverified | 0 |
| On Learning High Dimensional Structured Single Index Models | Mar 13, 2016 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-dimensional Black-box Optimization via Divide and Approximate Conquer | Mar 11, 2016 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| A Bayesian non-parametric method for clustering high-dimensional binary data | Mar 8, 2016 | ClusteringSpecificity | —Unverified | 0 |
| High-Dimensional Metrics in R | Mar 5, 2016 | regressionvalid | CodeCode Available | 0 |
| High-Dimensional L_2Boosting: Rate of Convergence | Feb 29, 2016 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Creating Simplified 3D Models with High Quality Textures | Feb 22, 2016 | GPUVocal Bursts Intensity Prediction | —Unverified | 0 |
| Identifying Diabetic Patients with High Risk of Readmission | Feb 12, 2016 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Local High-order Regularization on Data Manifolds | Feb 11, 2016 | Dimensionality ReductionVocal Bursts Intensity Prediction | —Unverified | 0 |
| High Dimensional Inference with Random Maximum A-Posteriori Perturbations | Feb 10, 2016 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Region Based Approximation for High Dimensional Bayesian Network Models | Feb 5, 2016 | ClusteringTriplet | —Unverified | 0 |
| A study on tuning parameter selection for the high-dimensional lasso | Feb 4, 2016 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Regularized Discriminant Analysis | Feb 3, 2016 | General ClassificationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| A Spectral Series Approach to High-Dimensional Nonparametric Regression | Feb 1, 2016 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Visualizing Large-scale and High-dimensional Data | Feb 1, 2016 | graph constructionVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Additive Approximations in High Dimensional Nonparametric Regression via the SALSA | Jan 31, 2016 | Additive modelsregression | CodeCode Available | 0 |
| Trainlets: Dictionary Learning in High Dimensions | Jan 31, 2016 | Dictionary LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Parameterized Machine Learning for High-Energy Physics | Jan 28, 2016 | BIG-bench Machine LearningVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Statistical Mechanics of High-Dimensional Inference | Jan 18, 2016 | Bayesian Inferencecompressed sensing | —Unverified | 0 |
| Robust Lineage Reconstruction from High-Dimensional Single-Cell Data | Jan 12, 2016 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Climbing Mont BLEU: The Strange World of Reachable High-BLEU Translations | Jan 1, 2016 | Machine TranslationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Joint limiting laws for high-dimensional independence tests | Dec 30, 2015 | FormVocal Bursts Intensity Prediction | —Unverified | 0 |
| Conditional probability generation methods for high reliability effects-based decision making | Dec 28, 2015 | Decision Makingparameter estimation | —Unverified | 0 |
| High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models | Dec 23, 2015 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| ATD: Anomalous Topic Discovery in High Dimensional Discrete Data | Dec 20, 2015 | Anomaly DetectionTopic Models | CodeCode Available | 0 |
| Time-dependent scaling patterns in high frequency financial data | Dec 16, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomalous volatility scaling in high frequency financial data | Dec 16, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data | Dec 3, 2015 | Bayesian InferenceCommon Sense Reasoning | CodeCode Available | 0 |
| Conditional High-Order Boltzmann Machine: A Supervised Learning Model for Relation Learning | Dec 1, 2015 | Face VerificationGeneral Classification | —Unverified | 0 |
| High Quality Structure From Small Motion for Rolling Shutter Cameras | Dec 1, 2015 | 3D ReconstructionDepth Estimation | —Unverified | 0 |
| Exploiting High Level Scene Cues in Stereo Reconstruction | Dec 1, 2015 | 3D ReconstructionScene Understanding | —Unverified | 0 |
| Polarized 3D: High-Quality Depth Sensing With Polarization Cues | Dec 1, 2015 | 3D ReconstructionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Photogeometric Scene Flow for High-Detail Dynamic 3D Reconstruction | Dec 1, 2015 | 3D geometry3D Reconstruction | —Unverified | 0 |
| Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs | Dec 1, 2015 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data | Dec 1, 2015 | General Classificationregression | CodeCode Available | 0 |
| Closed-form Estimators for High-dimensional Generalized Linear Models | Dec 1, 2015 | FormVariable Selection | —Unverified | 0 |
| Fast Classification Rates for High-dimensional Gaussian Generative Models | Dec 1, 2015 | Binary ClassificationClassification | —Unverified | 0 |