| The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy | Feb 12, 2019 | parameter estimationPrivacy Preserving | —Unverified | 0 |
| Winning the Big Data Technologies Horizon Prize: Fast and reliable forecasting of electricity grid traffic by identification of recurrent fluctuations | Feb 12, 2019 | regression | —Unverified | 0 |
| Interaction-Transformation Evolutionary Algorithm for Symbolic Regression | Feb 11, 2019 | regressionSymbolic Regression | CodeCode Available | 0 |
| KTBoost: Combined Kernel and Tree Boosting | Feb 11, 2019 | regression | CodeCode Available | 0 |
| Iterative Least Trimmed Squares for Mixed Linear Regression | Feb 10, 2019 | regression | —Unverified | 0 |
| Hybrid Forest: A Concept Drift Aware Data Stream Mining Algorithm | Feb 10, 2019 | General Classificationregression | CodeCode Available | 0 |
| Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters | Feb 9, 2019 | Facial Landmark DetectionImage Segmentation | CodeCode Available | 0 |
| Space lower bounds for linear prediction in the streaming model | Feb 9, 2019 | regression | —Unverified | 0 |
| Scalable Holistic Linear Regression | Feb 8, 2019 | regression | —Unverified | 0 |
| Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance | Feb 8, 2019 | regression | —Unverified | 0 |
| Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap | Feb 8, 2019 | Bayesian Inferenceregression | CodeCode Available | 0 |
| Censored Quantile Regression Forests | Feb 8, 2019 | quantile regressionregression | CodeCode Available | 0 |
| Sparse Regression and Adaptive Feature Generation for the Discovery of Dynamical Systems | Feb 7, 2019 | regression | —Unverified | 0 |
| Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso | Feb 7, 2019 | regression | CodeCode Available | 0 |
| Principal Model Analysis Based on Partial Least Squares | Feb 6, 2019 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Robust One-Class Kernel Spectral Regression | Feb 6, 2019 | General ClassificationOne-Class Classification | —Unverified | 0 |
| A General Theory for Structured Prediction with Smooth Convex Surrogates | Feb 5, 2019 | General ClassificationGraph Matching | —Unverified | 0 |
| Robust Regression via Online Feature Selection under Adversarial Data Corruption | Feb 5, 2019 | feature selectionregression | —Unverified | 0 |
| Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees | Feb 5, 2019 | Face AlignmentFace Model | CodeCode Available | 0 |
| Consistent Risk Estimation in Moderately High-Dimensional Linear Regression | Feb 5, 2019 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression | Feb 4, 2019 | Experimental Designregression | —Unverified | 0 |
| Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure | Feb 3, 2019 | Diversityregression | —Unverified | 0 |
| Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data | Feb 2, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning | Feb 2, 2019 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| The Spatially-Conscious Machine Learning Model | Feb 1, 2019 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
