| Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease | Nov 22, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Leverage Score Sampling for Faster Accelerated Regression and ERM | Nov 22, 2017 | regression | —Unverified | 0 |
| SolarisNet: A Deep Regression Network for Solar Radiation Prediction | Nov 22, 2017 | Predictionregression | —Unverified | 0 |
| Integral Human Pose Regression | Nov 22, 2017 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| A deep learning-based method for relative location prediction in CT scan images | Nov 21, 2017 | Computed Tomography (CT)regression | —Unverified | 0 |
| A Study on Modeling of Inputting Electrical Power of Ultra High Power Electric Furnace by using Fuzzy Rule and Regression Model | Nov 21, 2017 | regression | —Unverified | 0 |
| Understanding Deep Learning Generalization by Maximum Entropy | Nov 21, 2017 | Deep Learningregression | —Unverified | 0 |
| Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification | Nov 21, 2017 | General Classificationregression | CodeCode Available | 1 |
| Repulsion Loss: Detecting Pedestrians in a Crowd | Nov 21, 2017 | Pedestrian Detectionregression | CodeCode Available | 0 |
| Design of Sampling Set for Bandlimited Graph Signal Estimation | Nov 20, 2017 | Experimental DesignQuantization | —Unverified | 0 |
| On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset | Nov 20, 2017 | AllBIG-bench Machine Learning | CodeCode Available | 0 |
| AutoLearn - Automated Feature Generation and Selection | Nov 17, 2017 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 0 |
| Accelerating Cross-Validation in Multinomial Logistic Regression with _1-Regularization | Nov 15, 2017 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Fast Predictive Simple Geodesic Regression | Nov 15, 2017 | GPUImage Registration | —Unverified | 0 |
| Multiple-Source Adaptation for Regression Problems | Nov 14, 2017 | regressionSentiment Analysis | —Unverified | 0 |
| Joint Gaussian Processes for Biophysical Parameter Retrieval | Nov 14, 2017 | Gaussian Processesregression | —Unverified | 0 |
| Sparse High-Dimensional Linear Regression. Algorithmic Barriers and a Local Search Algorithm | Nov 14, 2017 | Denoisingregression | —Unverified | 0 |
| Reconstruction of the External Stimuli from Brain Signals | Nov 14, 2017 | Brain Decodingregression | —Unverified | 0 |
| Tensor Decompositions for Modeling Inverse Dynamics | Nov 13, 2017 | Knowledge GraphsMulti-class Classification | —Unverified | 0 |
| Deep Residual Text Detection Network for Scene Text | Nov 11, 2017 | General Classificationobject-detection | —Unverified | 0 |
| Differential Performance Debugging with Discriminant Regression Trees | Nov 11, 2017 | Clusteringregression | —Unverified | 0 |
| Universal consistency and minimax rates for online Mondrian Forests | Nov 8, 2017 | General Classificationregression | —Unverified | 0 |
| Independently Interpretable Lasso: A New Regularizer for Sparse Regression with Uncorrelated Variables | Nov 6, 2017 | regression | —Unverified | 0 |
| Modal Regression based Atomic Representation for Robust Face Recognition | Nov 5, 2017 | Face RecognitionGeneral Classification | —Unverified | 0 |
| The neighborhood lattice for encoding partial correlations in a Hilbert space | Nov 3, 2017 | Dimensionality Reductionregression | CodeCode Available | 0 |
