| Forecasting Foreign Exchange Rate: A Multivariate Comparative Analysis between Traditional Econometric, Contemporary Machine Learning & Deep Learning Techniques | Feb 19, 2020 | regressionTime Series | CodeCode Available | 1 |
| Gradient Boosting Neural Networks: GrowNet | Feb 19, 2020 | Learning-To-Rankregression | CodeCode Available | 1 |
| Deep regularization and direct training of the inner layers of Neural Networks with Kernel Flows | Feb 19, 2020 | Image Classificationregression | CodeCode Available | 0 |
| Weakly-supervised Multi-output Regression via Correlated Gaussian Processes | Feb 19, 2020 | Decision MakingGaussian Processes | —Unverified | 0 |
| Residual Correlation in Graph Neural Network Regression | Feb 19, 2020 | Graph Neural Networkregression | CodeCode Available | 1 |
| SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation | Feb 19, 2020 | Decoderregression | —Unverified | 0 |
| siaNMS: Non-Maximum Suppression with Siamese Networks for Multi-Camera 3D Object Detection | Feb 19, 2020 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep Learning on Map Images | Feb 18, 2020 | Feature Engineeringregression | —Unverified | 0 |
| Large-scale biometry with interpretable neural network regression on UK Biobank body MRI | Feb 17, 2020 | Anatomyregression | CodeCode Available | 0 |
| Gaming Helps! Learning from Strategic Interactions in Natural Dynamics | Feb 17, 2020 | Causal Discoveryregression | —Unverified | 0 |
| The Utility of General Domain Transfer Learning for Medical Language Tasks | Feb 16, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Convex Fairness Constrained Model Using Causal Effect Estimators | Feb 16, 2020 | Binary ClassificationFairness | —Unverified | 0 |
| Distributed Sketching Methods for Privacy Preserving Regression | Feb 16, 2020 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach | Feb 15, 2020 | Deep LearningManagement | —Unverified | 0 |
| An implicit function learning approach for parametric modal regression | Feb 14, 2020 | regression | —Unverified | 0 |
| Fast Fair Regression via Efficient Approximations of Mutual Information | Feb 14, 2020 | Computational EfficiencyFairness | CodeCode Available | 0 |
| End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking | Feb 14, 2020 | Motion EstimationObject | —Unverified | 0 |
| Traffic Modelling and Prediction via Symbolic Regression on Road Sensor Data | Feb 14, 2020 | Managementregression | —Unverified | 0 |
| Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities | Feb 13, 2020 | Additive modelsregression | CodeCode Available | 1 |
| Multiscale Non-stationary Stochastic Bandits | Feb 13, 2020 | regression | —Unverified | 0 |
| High Performance Logistic Regression for Privacy-Preserving Genome Analysis | Feb 13, 2020 | Privacy Preservingregression | CodeCode Available | 0 |
| Audio-Visual Calibration with Polynomial Regression for 2-D Projection Using SVD-PHAT | Feb 12, 2020 | regressionSound Source Localization | —Unverified | 0 |
| Reservoir memory machines | Feb 12, 2020 | regression | —Unverified | 0 |
| Estimating Uncertainty Intervals from Collaborating Networks | Feb 12, 2020 | Decision Makingregression | CodeCode Available | 0 |
| Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles | Feb 12, 2020 | Multi-Armed Banditsregression | —Unverified | 0 |
