| Characterizing the invariances of learning algorithms using category theory | May 6, 2019 | regression | —Unverified | 0 |
| Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder | May 6, 2019 | 3D Hand Pose EstimationDecoder | CodeCode Available | 0 |
| Accurate Face Detection for High Performance | May 5, 2019 | Data AugmentationFace Detection | —Unverified | 0 |
| Maximal Margin Distribution Support Vector Regression with coupled Constraints-based Convex Optimization | May 5, 2019 | regression | —Unverified | 0 |
| Regression Equilibrium | May 4, 2019 | PAC learningPrediction | CodeCode Available | 0 |
| Learning Functional Dependencies with Sparse Regression | May 4, 2019 | regression | —Unverified | 0 |
| Meta-learners' learning dynamics are unlike learners' | May 3, 2019 | Meta-LearningMulti-Armed Bandits | —Unverified | 0 |
| Speed-up and multi-view extensions to Subclass Discriminant Analysis | May 2, 2019 | Graph Embeddingregression | CodeCode Available | 0 |
| On Expected Accuracy | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Online Learning for Supervised Dimension Reduction | May 1, 2019 | Dimensionality Reductionregression | —Unverified | 0 |
| LS-SVR as a Bayesian RBF network | May 1, 2019 | regression | —Unverified | 0 |
| Optimizing for Generalization in Machine Learning with Cross-Validation Gradients | May 1, 2019 | BIG-bench Machine LearningHyperparameter Optimization | —Unverified | 0 |
| Topological Data Analysis for Discourse Semantics? | May 1, 2019 | regressionTopological Data Analysis | —Unverified | 0 |
| Selectivity Estimation for Range Predicates using Lightweight Models | May 1, 2019 | Feature Engineeringregression | —Unverified | 0 |
| Polar Prototype Networks | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Predicting Word Concreteness and Imagery | May 1, 2019 | regressionWord Embeddings | —Unverified | 0 |
| Neural Network Regression with Beta, Dirichlet, and Dirichlet-Multinomial Outputs | May 1, 2019 | Decision Makingregression | —Unverified | 0 |
| Mental Fatigue Monitoring using Brain Dynamics Preferences | May 1, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Auxiliary Variational MCMC | May 1, 2019 | regressionVariational Inference | CodeCode Available | 0 |
| Collaborative Filtering via High-Dimensional Regression | Apr 30, 2019 | Collaborative Filteringregression | —Unverified | 0 |
| Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function | Apr 28, 2019 | Image-Based Localizationregression | —Unverified | 0 |
| Support Vector Regression via a Combined Reward Cum Penalty Loss Function | Apr 28, 2019 | regression | —Unverified | 0 |
| Linearized two-layers neural networks in high dimension | Apr 27, 2019 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Structural modeling using overlapped group penalties for discovering predictive biomarkers for subgroup analysis | Apr 26, 2019 | regression | —Unverified | 0 |
| From Predictions to Prescriptions in Multistage Optimization Problems | Apr 26, 2019 | regression | —Unverified | 0 |
