| Predicting distributions with Linearizing Belief Networks | Nov 17, 2015 | DenoisingFacial expression generation | CodeCode Available | 0 |
| Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference | Nov 14, 2015 | parameter estimationregression | —Unverified | 0 |
| Estimation of the Global Minimum Variance Portfolio in High Dimensions | Nov 13, 2015 | validVocal Bursts Intensity Prediction | —Unverified | 0 |
| Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism | Nov 5, 2015 | Transfer Learningvalid | —Unverified | 0 |
| Mean-field inference of Hawkes point processes | Nov 4, 2015 | Point Processesvalid | —Unverified | 0 |
| A Unified Theory of Confidence Regions and Testing for High Dimensional Estimating Equations | Oct 30, 2015 | compressed sensingvalid | —Unverified | 0 |
| Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties | Oct 27, 2015 | 3D Hand Pose EstimationHand Pose Estimation | —Unverified | 0 |
| Defect Detection Techniques for Airbag Production Sewing Stages | Oct 25, 2015 | Defect Detectionvalid | —Unverified | 0 |
| Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems | Oct 21, 2015 | Bayesian InferenceEntity Linking | —Unverified | 0 |
| Estimation and Inference of Heterogeneous Treatment Effects using Random Forests | Oct 14, 2015 | Marketingvalid | CodeCode Available | 0 |
| Uniform Learning in a Deep Neural Network via "Oddball" Stochastic Gradient Descent | Oct 8, 2015 | valid | —Unverified | 0 |
| DC Decomposition of Nonconvex Polynomials with Algebraic Techniques | Oct 6, 2015 | valid | —Unverified | 0 |
| Exposing the Probabilistic Causal Structure of Discrimination | Oct 2, 2015 | valid | —Unverified | 0 |
| Similarity of symbol frequency distributions with heavy tails | Oct 1, 2015 | valid | —Unverified | 0 |
| The "handedness" of language: Directional symmetry breaking of sign usage in words | Sep 30, 2015 | valid | —Unverified | 0 |
| Validity of time reversal for testing Granger causality | Sep 25, 2015 | valid | —Unverified | 0 |
| Universal Approximation of Edge Density in Large Graphs | Aug 6, 2015 | ClusteringDensity Estimation | —Unverified | 0 |
| Quantitative evaluation of the performance of discrete-time reservoir computers in the forecasting, filtering, and reconstruction of stochastic stationary signals | Aug 1, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs | Jul 31, 2015 | Dimensionality ReductionFace Recognition | —Unverified | 0 |
| Tracking Randomly Moving Objects on Edge Box Proposals | Jul 29, 2015 | Objectvalid | —Unverified | 0 |
| Deep Learning and Music Adversaries | Jul 16, 2015 | Deep LearningObject Recognition | —Unverified | 0 |
| Selective Inference and Learning Mixed Graphical Models | Jun 30, 2015 | Model Selectionvalid | —Unverified | 0 |
| Bag-of-calls analysis reveals group-specific vocal repertoire in long-finned pilot whales | Jun 12, 2015 | Specificityvalid | —Unverified | 0 |
| Fusion Moves for Correlation Clustering | Jun 1, 2015 | ClusteringImage Segmentation | CodeCode Available | 0 |
| Cr\'eation d'un nouveau treebank \`a partir de quatri\`emes de couverture | Jun 1, 2015 | valid | —Unverified | 0 |
