| Universum Learning for SVM Regression | May 27, 2016 | regression | —Unverified | 0 |
| PAC-Bayesian Theory Meets Bayesian Inference | May 27, 2016 | Bayesian Inferenceregression | —Unverified | 0 |
| Local Region Sparse Learning for Image-on-Scalar Regression | May 27, 2016 | regressionSparse Learning | —Unverified | 0 |
| How priors of initial hyperparameters affect Gaussian process regression models | May 25, 2016 | GPRregression | —Unverified | 0 |
| Efficient Distributed Learning with Sparsity | May 25, 2016 | General Classificationregression | —Unverified | 0 |
| On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About Its Nonsmooth Loss Function | May 25, 2016 | regression | —Unverified | 0 |
| High resolution neural connectivity from incomplete tracing data using nonnegative spline regression | May 24, 2016 | Matrix Completionregression | CodeCode Available | 0 |
| Kernel-based Reconstruction of Graph Signals | May 23, 2016 | regression | —Unverified | 0 |
| Collaborative Filtering with Side Information: a Gaussian Process Perspective | May 23, 2016 | Collaborative Filteringregression | —Unverified | 0 |
| Regression with n1 by Expert Knowledge Elicitation | May 20, 2016 | regression | —Unverified | 0 |
| Coresets for Scalable Bayesian Logistic Regression | May 20, 2016 | Bayesian Inferenceregression | CodeCode Available | 0 |
| Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning | May 20, 2016 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Online Algorithms For Parameter Mean And Variance Estimation In Dynamic Regression Models | May 18, 2016 | parameter estimationregression | —Unverified | 0 |
| Tweet Acts: A Speech Act Classifier for Twitter | May 17, 2016 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Structured Prediction of 3D Human Pose with Deep Neural Networks | May 17, 2016 | 3D Human Pose Estimation3D Pose Estimation | —Unverified | 0 |
| Wavelet Scattering Regression of Quantum Chemical Energies | May 16, 2016 | regression | CodeCode Available | 0 |
| Crowd Counting Considering Network Flow Constraints in Videos | May 12, 2016 | Crowd Countingregression | —Unverified | 0 |
| High dimensional thresholded regression and shrinkage effect | May 11, 2016 | Predictionregression | —Unverified | 0 |
| Interaction pursuit in high-dimensional multi-response regression via distance correlation | May 11, 2016 | feature selectionregression | —Unverified | 0 |
| Mean Absolute Percentage Error for regression models | May 9, 2016 | regression | —Unverified | 0 |
| Predicting Performance on MOOC Assessments using Multi-Regression Models | May 8, 2016 | regression | —Unverified | 0 |
| A Bayesian Group Sparse Multi-Task Regression Model for Imaging Genetics | May 7, 2016 | regression | —Unverified | 0 |
| Recurrent Convolutional Neural Network Regression for Continuous Pain Intensity Estimation in Video | May 3, 2016 | Pain Intensity Regressionregression | —Unverified | 0 |
| Forecasting Emerging Trends from Scientific Literature | May 1, 2016 | regressionTime Series | —Unverified | 0 |
| Specialising Paragraph Vectors for Text Polarity Detection | May 1, 2016 | regressionSentence | —Unverified | 0 |
