| Learning the Kernel for Classification and Regression | Dec 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Triple Scoring Using a Hybrid Fact Validation Approach - The Catsear Triple Scorer at WSDM Cup 2017 | Dec 22, 2017 | regression | —Unverified | 0 |
| Deep Regression Forests for Age Estimation | Dec 19, 2017 | Age Estimationregression | CodeCode Available | 0 |
| DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation | Dec 18, 2017 | Crowd CountingDensity Estimation | CodeCode Available | 0 |
| Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit | Dec 18, 2017 | ICU Admissionregression | —Unverified | 0 |
| Graph-Sparse Logistic Regression | Dec 15, 2017 | General Classificationregression | CodeCode Available | 0 |
| Interpretable Policies for Reinforcement Learning by Genetic Programming | Dec 12, 2017 | regressionreinforcement-learning | —Unverified | 0 |
| A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation | Dec 12, 2017 | regression | —Unverified | 0 |
| Practical Bayesian optimization in the presence of outliers | Dec 12, 2017 | Bayesian Optimizationregression | —Unverified | 0 |
| 3D Facial Expression Reconstruction using Cascaded Regression | Dec 10, 2017 | regression | —Unverified | 0 |
| Shape optimization in laminar flow with a label-guided variational autoencoder | Dec 10, 2017 | Bayesian Optimizationregression | —Unverified | 0 |
| Elastic-net Regularized High-dimensional Negative Binomial Regression: Consistency and Weak Signals Detection | Dec 9, 2017 | regression | —Unverified | 0 |
| SPP-Net: Deep Absolute Pose Regression with Synthetic Views | Dec 9, 2017 | Image-Based LocalizationPose Estimation | CodeCode Available | 0 |
| Learning 2D Gabor Filters by Infinite Kernel Learning Regression | Dec 8, 2017 | Face Recognitionregression | —Unverified | 0 |
| Multiple Adaptive Bayesian Linear Regression for Scalable Bayesian Optimization with Warm Start | Dec 8, 2017 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| RelNN: A Deep Neural Model for Relational Learning | Dec 7, 2017 | modelregression | CodeCode Available | 0 |
| High-dimensional robust regression and outliers detection with SLOPE | Dec 7, 2017 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Hybrid eye center localization using cascaded regression and hand-crafted model fitting | Dec 7, 2017 | regression | —Unverified | 0 |
| Regularization and feature selection for large dimensional data | Dec 6, 2017 | feature selectionGeneral Classification | —Unverified | 0 |
| Gaussian Process Regression for Arctic Coastal Erosion Forecasting | Dec 4, 2017 | regression | —Unverified | 0 |
| Stochastic Maximum Likelihood Optimization via Hypernetworks | Dec 4, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation | Dec 1, 2017 | regression | —Unverified | 0 |
| A Lottery-Demand-Based Explanation of the Beta Anomaly | Dec 1, 2017 | regression | —Unverified | 0 |
| Group Additive Structure Identification for Kernel Nonparametric Regression | Dec 1, 2017 | regression | —Unverified | 0 |
| Random Permutation Online Isotonic Regression | Dec 1, 2017 | regression | —Unverified | 0 |
| ADAPT Centre Cone Team at IJCNLP-2017 Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task | Dec 1, 2017 | Answer SelectionQuestion Answering | —Unverified | 0 |
| NCTU-NTUT at IJCNLP-2017 Task 2: Deep Phrase Embedding using bi-LSTMs for Valence-Arousal Ratings Prediction of Chinese Phrases | Dec 1, 2017 | Chinese Word Segmentationregression | —Unverified | 0 |
| Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression | Dec 1, 2017 | Future predictionGaussian Processes | CodeCode Available | 0 |
| CYUT at IJCNLP-2017 Task 3: System Report for Review Opinion Diversification | Dec 1, 2017 | regression | —Unverified | 0 |
| PRUNE: Preserving Proximity and Global Ranking for Network Embedding | Dec 1, 2017 | Community DetectionGeneral Classification | CodeCode Available | 0 |
| Learning Efficient Object Detection Models with Knowledge Distillation | Dec 1, 2017 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Generative Local Metric Learning for Kernel Regression | Dec 1, 2017 | Metric Learningregression | —Unverified | 0 |
| Adversarial Surrogate Losses for Ordinal Regression | Dec 1, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Renyi Differential Privacy Mechanisms for Posterior Sampling | Dec 1, 2017 | regression | —Unverified | 0 |
| Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities | Dec 1, 2017 | General Classificationregression | —Unverified | 0 |
| Consistent Robust Regression | Dec 1, 2017 | regression | —Unverified | 0 |
| Best Response Regression | Dec 1, 2017 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Regularized Modal Regression with Applications in Cognitive Impairment Prediction | Dec 1, 2017 | Model Selectionregression | —Unverified | 0 |
| Development of Statewide AADT Estimation Model from Short-Term Counts: A Comparative Study for South Carolina | Nov 30, 2017 | regression | —Unverified | 0 |
| DeepSkeleton: Skeleton Map for 3D Human Pose Regression | Nov 29, 2017 | 2D Human Pose Estimation3D Human Pose Estimation | —Unverified | 0 |
| A Multi-Horizon Quantile Recurrent Forecaster | Nov 29, 2017 | quantile regressionregression | CodeCode Available | 0 |
| Learning Less is More - 6D Camera Localization via 3D Surface Regression | Nov 28, 2017 | Camera Localizationregression | CodeCode Available | 0 |
| Nonparametric Independence Screening via Favored Smoothing Bandwidth | Nov 28, 2017 | Model Selectionregression | —Unverified | 0 |
| Dependent relevance determination for smooth and structured sparse regression | Nov 28, 2017 | regression | CodeCode Available | 0 |
| Active Regression via Linear-Sample Sparsification | Nov 27, 2017 | Active Learningregression | —Unverified | 0 |
| Dense 3D Regression for Hand Pose Estimation | Nov 24, 2017 | 3D Hand Pose EstimationHand Pose Estimation | CodeCode Available | 0 |
| Self-Reinforced Cascaded Regression for Face Alignment | Nov 23, 2017 | Face AlignmentPhilosophy | —Unverified | 0 |
| Online and Batch Supervised Background Estimation via L1 Regression | Nov 23, 2017 | regression | —Unverified | 0 |
| Integral Human Pose Regression | Nov 22, 2017 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| SolarisNet: A Deep Regression Network for Solar Radiation Prediction | Nov 22, 2017 | Predictionregression | —Unverified | 0 |