| Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition | Jul 8, 2016 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Learning from Multiway Data: Simple and Efficient Tensor Regression | Jul 8, 2016 | Multi-Task Learningregression | —Unverified | 0 |
| Convergence rates of Kernel Conjugate Gradient for random design regression | Jul 8, 2016 | Dimensionality Reductionregression | —Unverified | 0 |
| CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection | Jul 8, 2016 | Event DetectionGeneral Classification | —Unverified | 0 |
| Kernel Bayesian Inference with Posterior Regularization | Jul 7, 2016 | Bayesian Inferenceregression | —Unverified | 0 |
| Algorithms for Generalized Cluster-wise Linear Regression | Jul 5, 2016 | Clusteringregression | —Unverified | 0 |
| An Aggregate and Iterative Disaggregate Algorithm with Proven Optimality in Machine Learning | Jul 5, 2016 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Minimalist Regression Network with Reinforced Gradients and Weighted Estimates: a Case Study on Parameters Estimation in Automated Welding | Jul 5, 2016 | regression | —Unverified | 0 |
| A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs | Jul 4, 2016 | regression | —Unverified | 0 |
| Automatic Generation of Probabilistic Programming from Time Series Data | Jul 4, 2016 | DescriptiveProbabilistic Programming | —Unverified | 0 |
| Combining Gradient Boosting Machines with Collective Inference to Predict Continuous Values | Jul 1, 2016 | regression | —Unverified | 0 |
| A multilevel framework for sparse optimization with application to inverse covariance estimation and logistic regression | Jul 1, 2016 | regression | —Unverified | 0 |
| Efficient and Consistent Robust Time Series Analysis | Jul 1, 2016 | regressionTime Series | —Unverified | 0 |
| Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation | Jul 1, 2016 | ClusteringDeep Clustering | CodeCode Available | 0 |
| A Learning Algorithm for Relational Logistic Regression: Preliminary Results | Jun 28, 2016 | regressionRelational Reasoning | —Unverified | 0 |
| Regression Trees and Random forest based feature selection for malaria risk exposure prediction | Jun 24, 2016 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Fully DNN-based Multi-label regression for audio tagging | Jun 24, 2016 | Audio TaggingEvent Detection | —Unverified | 0 |
| Predicting Novel Tick Vectors of Zoonotic Disease | Jun 20, 2016 | regression | —Unverified | 0 |
| The Effect of Heteroscedasticity on Regression Trees | Jun 16, 2016 | regression | —Unverified | 0 |
| Understanding Probabilistic Sparse Gaussian Process Approximations | Jun 15, 2016 | Gaussian Processesregression | —Unverified | 0 |
| Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact Two-Step Method | Jun 14, 2016 | Collaborative FilteringMatrix Completion | —Unverified | 0 |
| Regression-based reduced-order models to predict transient thermal output for enhanced geothermal systems | Jun 14, 2016 | regression | —Unverified | 0 |
| Prediction performance after learning in Gaussian process regression | Jun 13, 2016 | Gaussian ProcessesPrediction | —Unverified | 0 |
| Retrieving and Ranking Similar Questions from Question-Answer Archives Using Topic Modelling and Topic Distribution Regression | Jun 12, 2016 | regressionTranslation | —Unverified | 0 |
| On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression | Jun 9, 2016 | regression | —Unverified | 0 |