| Graph-based regularization for regression problems with alignment and highly-correlated designs | Mar 20, 2018 | Model Selectionregression | —Unverified | 0 |
| Semi-Blind Spatially-Variant Deconvolution in Optical Microscopy with Local Point Spread Function Estimation By Use Of Convolutional Neural Networks | Mar 20, 2018 | regression | CodeCode Available | 0 |
| UnibucKernel: A kernel-based learning method for complex word identification | Mar 20, 2018 | Binary ClassificationComplex Word Identification | —Unverified | 0 |
| Sparse Reduced Rank Regression With Nonconvex Regularization | Mar 20, 2018 | Dimensionality ReductionEconometrics | —Unverified | 0 |
| Deja Vu: Motion Prediction in Static Images | Mar 19, 2018 | Action Recognitionmotion prediction | CodeCode Available | 0 |
| Optimal link prediction with matrix logistic regression | Mar 19, 2018 | Link PredictionPrediction | —Unverified | 0 |
| Asymmetric kernel in Gaussian Processes for learning target variance | Mar 19, 2018 | Gaussian ProcessesMetric Learning | —Unverified | 0 |
| Confounder Detection in High Dimensional Linear Models using First Moments of Spectral Measures | Mar 19, 2018 | regression | —Unverified | 0 |
| Facial Landmarks Detection by Self-Iterative Regression based Landmarks-Attention Network | Mar 18, 2018 | Face Alignmentregression | —Unverified | 0 |
| High Dimensional Linear Regression using Lattice Basis Reduction | Mar 18, 2018 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Towards Advanced Phenotypic Mutations in Cartesian Genetic Programming | Mar 16, 2018 | regressionSymbolic Regression | —Unverified | 0 |
| Constant-Time Predictive Distributions for Gaussian Processes | Mar 16, 2018 | Gaussian Processesregression | CodeCode Available | 0 |
| Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling | Mar 15, 2018 | regression | CodeCode Available | 0 |
| Ridge Regression Estimated Linear Probability Model Predictions of N-glycosylation in Proteins with Structural and Sequence Data | Mar 15, 2018 | regression | —Unverified | 0 |
| Salient Region Segmentation | Mar 15, 2018 | Gaze PredictionPrediction | —Unverified | 0 |
| Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template Rigid Registration | Mar 15, 2018 | 3D Pose EstimationAnatomy | —Unverified | 0 |
| Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning | Mar 14, 2018 | Distributed Optimizationregression | —Unverified | 0 |
| Rotation-Sensitive Regression for Oriented Scene Text Detection | Mar 14, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Object Counting with Heatmap Regulation | Mar 14, 2018 | Crowd CountingObject | CodeCode Available | 0 |
| Glyph: Symbolic Regression Tools | Mar 13, 2018 | regressionSymbolic Regression | CodeCode Available | 0 |
| Coregionalised Locomotion Envelopes - A Qualitative Approach | Mar 13, 2018 | regressionTransfer Learning | —Unverified | 0 |
| Low-Rank Boolean Matrix Approximation by Integer Programming | Mar 13, 2018 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces | Mar 12, 2018 | regression | —Unverified | 0 |
| Multi-kernel Regression For Graph Signal Processing | Mar 12, 2018 | regression | —Unverified | 0 |
| Extreme Learning Machine for Graph Signal Processing | Mar 12, 2018 | regression | —Unverified | 0 |