| Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil | Jul 21, 2020 | Decision MakingEnsemble Learning | CodeCode Available | 0 |
| Spectral estimation from simulations via sketching | Jul 21, 2020 | Dimensionality Reductionregression | —Unverified | 0 |
| Prediction in latent factor regression: Adaptive PCR and beyond | Jul 20, 2020 | Model SelectionPrediction | —Unverified | 0 |
| Cephalometric Landmark Regression with Convolutional Neural Networks on 3D Computed Tomography Data | Jul 20, 2020 | regression | —Unverified | 0 |
| A Comparison of Machine Learning Algorithms Applied to American Legislature Polarization | Jul 18, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| A Distributionally Robust Approach to Fair Classification | Jul 18, 2020 | ClassificationFairness | —Unverified | 0 |
| Optimal Robust Linear Regression in Nearly Linear Time | Jul 16, 2020 | regression | —Unverified | 0 |
| Government spending and multi-category treatment effects:The modified conditional independence assumption | Jul 16, 2020 | regression | CodeCode Available | 0 |
| Uncovering a factor-based expected return conditioning structure with Regression Trees jointly for many stocks | Jul 16, 2020 | regression | —Unverified | 0 |
| Least Squares Estimation Using Sketched Data with Heteroskedastic Errors | Jul 15, 2020 | regression | CodeCode Available | 0 |
| Upper Counterfactual Confidence Bounds: a New Optimism Principle for Contextual Bandits | Jul 15, 2020 | counterfactualMulti-Armed Bandits | —Unverified | 0 |
| Measurement error models: from nonparametric methods to deep neural networks | Jul 15, 2020 | Efficient Neural Networkregression | —Unverified | 0 |
| Compression strategies and space-conscious representations for deep neural networks | Jul 15, 2020 | Quantizationregression | —Unverified | 0 |
| Forecasting Hyponatremia in hospitalized patients Using Multilayer Perceptron and Multivariate Linear Regression Techniques | Jul 15, 2020 | Predictionregression | —Unverified | 0 |
| Early stopping and polynomial smoothing in regression with reproducing kernels | Jul 14, 2020 | regression | —Unverified | 0 |
| An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis | Jul 14, 2020 | Image Segmentationregression | —Unverified | 0 |
| Ordinal Regression with Fenton-Wilkinson Order Statistics: A Case Study of an Orienteering Race | Jul 14, 2020 | regression | —Unverified | 0 |
| Exclusion and Inclusion -- A model agnostic approach to feature importance in DNNs | Jul 13, 2020 | Feature Importanceregression | CodeCode Available | 0 |
| Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation | Jul 13, 2020 | ClusteringDistance regression | —Unverified | 0 |
| A spectral algorithm for robust regression with subgaussian rates | Jul 12, 2020 | regression | —Unverified | 0 |
| Driver Behavior Modelling at the Urban Intersection via Canonical Correlation Analysis | Jul 11, 2020 | feature selectionregression | —Unverified | 0 |
| Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images | Jul 10, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Spine Landmark Localization with combining of Heatmap Regression and Direct Coordinate Regression | Jul 10, 2020 | Data Augmentationregression | —Unverified | 0 |
| Differentially Private Simple Linear Regression | Jul 10, 2020 | regression | —Unverified | 0 |
| Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing | Jul 9, 2020 | Binary ClassificationCamera Pose Estimation | —Unverified | 0 |
