| Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation | Jul 1, 2017 | Head Pose EstimationPose Estimation | —Unverified | 0 |
| Multi-Object Tracking With Quadruplet Convolutional Neural Networks | Jul 1, 2017 | Multi-Object TrackingObject | —Unverified | 0 |
| Subspace Clustering via Variance Regularized Ridge Regression | Jul 1, 2017 | Clusteringregression | —Unverified | 0 |
| Linguistic analysis of differences in portrayal of movie characters | Jul 1, 2017 | regression | —Unverified | 0 |
| Temporal Orientation of Tweets for Predicting Income of Users | Jul 1, 2017 | regressionTAG | —Unverified | 0 |
| Rule-Mining based classification: a benchmark study | Jun 30, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Nuclear penalized multinomial regression with an application to predicting at bat outcomes in baseball | Jun 30, 2017 | regression | CodeCode Available | 0 |
| Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning | Jun 30, 2017 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Asymptotic Confidence Regions for High-dimensional Structured Sparsity | Jun 28, 2017 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-dimensional classification by sparse logistic regression | Jun 26, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| YoTube: Searching Action Proposal via Recurrent and Static Regression Networks | Jun 26, 2017 | Optical Flow Estimationregression | —Unverified | 0 |
| Approximate Steepest Coordinate Descent | Jun 26, 2017 | Computational Efficiencyregression | —Unverified | 0 |
| Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling | Jun 24, 2017 | regression | CodeCode Available | 0 |
| Learning Spatial-Aware Regressions for Visual Tracking | Jun 22, 2017 | regressionVisual Object Tracking | CodeCode Available | 0 |
| Statistical abstraction for multi-scale spatio-temporal systems | Jun 22, 2017 | Gaussian Processesregression | —Unverified | 0 |
| Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP | Jun 14, 2017 | feature selectionregression | —Unverified | 0 |
| Predictive modelling of training loads and injury in Australian football | Jun 14, 2017 | Injury Predictionregression | —Unverified | 0 |
| Nudged elastic band calculations accelerated with Gaussian process regression | Jun 14, 2017 | Atomic Forcesregression | —Unverified | 0 |
| Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible | Jun 11, 2017 | regression | —Unverified | 0 |
| Stepwise regression for unsupervised learning | Jun 10, 2017 | feature selectionregression | —Unverified | 0 |
| Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes | Jun 8, 2017 | Gaussian ProcessesModel Selection | —Unverified | 0 |
| A Convex Framework for Fair Regression | Jun 7, 2017 | Fairnessregression | CodeCode Available | 0 |
| Macquarie University at BioASQ 5b -- Query-based Summarisation Techniques for Selecting the Ideal Answers | Jun 7, 2017 | regression | —Unverified | 0 |
| A Robust Learning Algorithm for Regression Models Using Distributionally Robust Optimization under the Wasserstein Metric | Jun 7, 2017 | Outlier Detectionregression | —Unverified | 0 |
| Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling | Jun 6, 2017 | BIG-bench Machine LearningCPU | —Unverified | 0 |
