| Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression | Nov 27, 2018 | regression | —Unverified | 0 |
| Mixture of Regression Experts in fMRI Encoding | Nov 26, 2018 | Mixture-of-Expertsregression | —Unverified | 0 |
| Sparse PCA from Sparse Linear Regression | Nov 25, 2018 | regression | —Unverified | 0 |
| Intersectionality: Multiple Group Fairness in Expectation Constraints | Nov 25, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Heterogeneous structural breaks in panel data models | Nov 24, 2018 | regression | —Unverified | 0 |
| Physics-Informed CoKriging: A Gaussian-Process-Regression-Based Multifidelity Method for Data-Model Convergence | Nov 24, 2018 | Active LearningGaussian Processes | —Unverified | 0 |
| Nonlinear Regression without i.i.d. Assumption | Nov 23, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image | Nov 23, 2018 | 3D Object Reconstruction3D Object Reconstruction From A Single Image | —Unverified | 0 |
| Steerable Wavelet Scattering for 3D Atomic Systems with Application to Li-Si Energy Prediction | Nov 21, 2018 | BIG-bench Machine LearningFormation Energy | —Unverified | 0 |
| Single-Label Multi-Class Image Classification by Deep Logistic Regression | Nov 20, 2018 | AttributeClassification | —Unverified | 0 |
| Model change detection with application to machine learning | Nov 19, 2018 | BIG-bench Machine LearningChange Detection | —Unverified | 0 |
| High SNR Consistent Compressive Sensing Without Signal and Noise Statistics | Nov 17, 2018 | Compressive Sensingregression | —Unverified | 0 |
| Saliency Supervision: An Intuitive and Effective Approach for Pain Intensity Regression | Nov 16, 2018 | Face VerificationPain Intensity Regression | —Unverified | 0 |
| A Generalized Meta-loss function for regression and classification using privileged information | Nov 16, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving | Nov 16, 2018 | Autonomous DrivingOptical Flow Estimation | —Unverified | 0 |
| Subtask Gated Networks for Non-Intrusive Load Monitoring | Nov 16, 2018 | blind source separationGeneral Classification | —Unverified | 0 |
| Mean Square Prediction Error of Misspecified Gaussian Process Models | Nov 16, 2018 | Predictionregression | —Unverified | 0 |
| Learning Optimal Personalized Treatment Rules Using Robust Regression Informed K-NN | Nov 14, 2018 | regression | —Unverified | 0 |
| Efficient and Scalable Multi-task Regression on Massive Number of Tasks | Nov 14, 2018 | ClusteringComputational Efficiency | —Unverified | 0 |
| Semi-Supervised Regression with Generative Adverserial Networks for End to End Learning in Autonomous Driving | Nov 13, 2018 | Autonomous Drivingregression | —Unverified | 0 |
| Estimation of High-Dimensional Seemingly Unrelated Regression Models | Nov 13, 2018 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Electrophysiological indicators of gesture perception | Nov 13, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Two-stream convolutional networks for end-to-end learning of self-driving cars | Nov 13, 2018 | regressionSelf-Driving Cars | —Unverified | 0 |
| Deep Learning versus Classical Regression for Brain Tumor Patient Survival Prediction | Nov 12, 2018 | Deep Learningregression | —Unverified | 0 |
| Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks | Nov 12, 2018 | ClassificationData Augmentation | —Unverified | 0 |