| 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 |
| Face Alignment Using K-Cluster Regression Forests With Weighted Splitting | Jun 6, 2017 | Face Alignmentregression | —Unverified | 0 |
| Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling | Jun 6, 2017 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| One-step and Two-step Classification for Abusive Language Detection on Twitter | Jun 5, 2017 | Abuse DetectionAbusive Language | CodeCode Available | 1 |
| The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square | Jun 5, 2017 | regression | —Unverified | 0 |
| InfiniteBoost: building infinite ensembles with gradient descent | Jun 4, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Deep Learning: A Bayesian Perspective | Jun 1, 2017 | Deep Learningregression | —Unverified | 0 |
| Fast Regression with an _ Guarantee | May 30, 2017 | regression | —Unverified | 0 |
| Kernel Implicit Variational Inference | May 29, 2017 | General Classificationregression | —Unverified | 0 |
| Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking | May 29, 2017 | Density Estimationregression | CodeCode Available | 0 |
| Generalized Concomitant Multi-Task Lasso for sparse multimodal regression | May 27, 2017 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Helping News Editors Write Better Headlines: A Recommender to Improve the Keyword Contents & Shareability of News Headlines | May 26, 2017 | regression | —Unverified | 0 |
| Learning Causal Structures Using Regression Invariance | May 26, 2017 | Causal Inferenceregression | —Unverified | 0 |
| An Efficient Algorithm for Bayesian Nearest Neighbours | May 26, 2017 | Change Point DetectionGeneral Classification | —Unverified | 0 |
| Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning | May 25, 2017 | Feature Engineeringregression | CodeCode Available | 0 |
| Deriving Neural Architectures from Sequence and Graph Kernels | May 25, 2017 | Graph RegressionLanguage Modeling | —Unverified | 0 |
| Non-Stationary Spectral Kernels | May 24, 2017 | regressionTime Series | CodeCode Available | 0 |
| Doubly Stochastic Variational Inference for Deep Gaussian Processes | May 24, 2017 | Gaussian ProcessesGeneral Classification | CodeCode Available | 0 |
| The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression | May 23, 2017 | General Classificationimbalanced classification | —Unverified | 0 |
| A divide and conquer method for symbolic regression | May 23, 2017 | regressionSymbolic Regression | —Unverified | 0 |
