| Using Machine Learning to Predict Realized Variance | Sep 22, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Regression Based Expected Shortfall Backtesting | Sep 21, 2019 | regression | —Unverified | 0 |
| Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference | Sep 21, 2019 | regression | —Unverified | 0 |
| Does SLOPE outperform bridge regression? | Sep 20, 2019 | regression | —Unverified | 0 |
| Weighted Linear Bandits for Non-Stationary Environments | Sep 19, 2019 | regression | CodeCode Available | 0 |
| Differentially Private Regression and Classification with Sparse Gaussian Processes | Sep 19, 2019 | ClassificationGaussian Processes | —Unverified | 0 |
| Dynamics of Deep Neural Networks and Neural Tangent Hierarchy | Sep 18, 2019 | regression | —Unverified | 0 |
| Distributional conformal prediction | Sep 17, 2019 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Distributed Function Minimization in Apache Spark | Sep 17, 2019 | General Classificationregression | CodeCode Available | 0 |
| 360^o Surface Regression with a Hyper-Sphere Loss | Sep 16, 2019 | regressionSurface Normals Estimation | CodeCode Available | 0 |
| Compressed Sensing and Overparametrized Networks: Overfitting Peaks in a Model of Misparametrized Sparse Regression in the Interpolation Limit | Sep 14, 2019 | compressed sensingregression | —Unverified | 0 |
| Spoken Speech Enhancement using EEG | Sep 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Hierarchical Scene Coordinate Classification and Regression for Visual Localization | Sep 13, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| A Knowledge Transfer Framework for Differentially Private Sparse Learning | Sep 13, 2019 | regressionSparse Learning | —Unverified | 0 |
| Estimation and Applications of Quantile Regression for Binary Longitudinal Data | Sep 12, 2019 | Computational Efficiencyquantile regression | —Unverified | 0 |
| Analysis of Regression Tree Fitting Algorithms in Learning to Rank | Sep 12, 2019 | Learning-To-Rankregression | —Unverified | 0 |
| Gaussians on Riemannian Manifolds: Applications for Robot Learning and Adaptive Control | Sep 12, 2019 | Clusteringregression | —Unverified | 0 |
| Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models | Sep 12, 2019 | Clusteringfeature selection | —Unverified | 0 |
| A comparison of some conformal quantile regression methods | Sep 12, 2019 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification | Sep 12, 2019 | BIG-bench Machine LearningBinary text classification | CodeCode Available | 0 |
| Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization | Sep 11, 2019 | regression | —Unverified | 0 |
| Factorized MultiClass Boosting | Sep 11, 2019 | General Classificationregression | —Unverified | 0 |
| Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring | Sep 11, 2019 | feature selectionregression | —Unverified | 0 |
| PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression | Sep 11, 2019 | Deep AttentionEmotion Classification | CodeCode Available | 0 |
| WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection | Sep 11, 2019 | Objectobject-detection | CodeCode Available | 0 |
