| Training L1-Regularized Models with Orthant-Wise Passive Descent Algorithms | Apr 26, 2017 | regression | —Unverified | 0 |
| Elite Bases Regression: A Real-time Algorithm for Symbolic Regression | Apr 24, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| Denoising Linear Models with Permuted Data | Apr 24, 2017 | Denoisingregression | —Unverified | 0 |
| Camera Pose Filtering with Local Regression Geodesics on the Riemannian Manifold of Dual Quaternions | Apr 24, 2017 | Pose Trackingregression | —Unverified | 0 |
| Asynchronous Distributed Variational Gaussian Processes for Regression | Apr 22, 2017 | Gaussian Processesregression | —Unverified | 0 |
| Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces | Apr 21, 2017 | Distributed ComputingGaussian Processes | CodeCode Available | 0 |
| Feature selection algorithm based on Catastrophe model to improve the performance of regression analysis | Apr 21, 2017 | feature selectionregression | —Unverified | 0 |
| 25 Tweets to Know You: A New Model to Predict Personality with Social Media | Apr 18, 2017 | Gaussian Processesregression | —Unverified | 0 |
| Statistical inference for high dimensional regression via Constrained Lasso | Apr 17, 2017 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Interval Arithmetic and Interval-Aware Operators for Genetic Programming | Apr 17, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture | Apr 17, 2017 | Action DetectionRegion Proposal | —Unverified | 0 |
| Learning Linear Feature Space Transformations in Symbolic Regression | Apr 17, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| Fast multi-output relevance vector regression | Apr 17, 2017 | regression | —Unverified | 0 |
| Liquid Splash Modeling with Neural Networks | Apr 14, 2017 | regression | CodeCode Available | 0 |
| 2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation | Apr 13, 2017 | 2D Human Pose Estimation3D Human Pose Estimation | —Unverified | 0 |
| Determining Song Similarity via Machine Learning Techniques and Tagging Information | Apr 12, 2017 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Parametric Gaussian Process Regression for Big Data | Apr 11, 2017 | Gaussian Processesregression | CodeCode Available | 0 |
| Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis | Apr 10, 2017 | regression | —Unverified | 0 |
| Partial Face Detection in the Mobile Domain | Apr 7, 2017 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Convolutional Neural Pyramid for Image Processing | Apr 7, 2017 | ColorizationImage Enhancement | —Unverified | 0 |
| A Brief Introduction to the Temporal Group LASSO and its Potential Applications in Healthcare | Apr 7, 2017 | regression | —Unverified | 0 |
| GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild | Apr 7, 2017 | Face AlignmentFace Identification | —Unverified | 0 |
| On the Statistical Efficiency of Compositional Nonparametric Prediction | Apr 6, 2017 | 2kPrediction | —Unverified | 0 |
| Linear Ensembles of Word Embedding Models | Apr 5, 2017 | regressionWord Embeddings | CodeCode Available | 0 |
| Joint Regression and Ranking for Image Enhancement | Apr 5, 2017 | Image Enhancementregression | —Unverified | 0 |
