| Local Linear Approximation Algorithm for Neural Network | Oct 19, 2020 | regression | —Unverified | 0 |
| Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling | Oct 19, 2020 | ImputationMissing Labels | CodeCode Available | 0 |
| A Concentration of Measure Framework to study convex problems and other implicit formulation problems in machine learning | Oct 19, 2020 | regression | —Unverified | 0 |
| Temperature Scaling for Quantile Calibration | Oct 19, 2020 | Classificationregression | —Unverified | 0 |
| Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression | Oct 18, 2020 | Anomaly DetectionLesion Detection | —Unverified | 0 |
| JSRT: James-Stein Regression Tree | Oct 18, 2020 | Predictionregression | —Unverified | 0 |
| A Seq2Seq approach to Symbolic Regression | Oct 17, 2020 | Benchmarkingregression | CodeCode Available | 0 |
| Robust Face Alignment by Multi-order High-precision Hourglass Network | Oct 17, 2020 | Face Alignmentregression | —Unverified | 0 |
| Deep and interpretable regression models for ordinal outcomes | Oct 16, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice | Oct 16, 2020 | BIG-bench Machine LearningEconometrics | —Unverified | 0 |
| Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning | Oct 16, 2020 | quantile regressionregression | —Unverified | 0 |
| A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery | Oct 16, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Quantum-Inspired Classical Algorithm for Principal Component Regression | Oct 16, 2020 | Recommendation Systemsregression | —Unverified | 0 |
| Instrumental Variable Regression via Kernel Maximum Moment Loss | Oct 15, 2020 | regression | CodeCode Available | 0 |
| A Theory of Hyperbolic Prototype Learning | Oct 15, 2020 | regression | —Unverified | 0 |
| LTN: Long-Term Network for Long-Term Motion Prediction | Oct 15, 2020 | Autonomous Navigationmotion prediction | —Unverified | 0 |
| Neural Mixture Distributional Regression | Oct 14, 2020 | Deep Learningregression | —Unverified | 0 |
| Robust Finite Mixture Regression for Heterogeneous Targets | Oct 12, 2020 | feature selectionregression | —Unverified | 0 |
| Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images | Oct 12, 2020 | Humanitarianregression | —Unverified | 0 |
| Signal classification using weighted orthogonal regression method | Oct 12, 2020 | ClassificationDecision Making | —Unverified | 0 |
| A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines | Oct 12, 2020 | regression | —Unverified | 0 |
| NEMO: Frequentist Inference Approach to Constrained Linguistic Typology Feature Prediction in SIGTYP 2020 Shared Task | Oct 12, 2020 | regression | CodeCode Available | 0 |
| A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression | Oct 11, 2020 | Dynamic Time Warpingregression | —Unverified | 0 |
| Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework | Oct 10, 2020 | Network PruningNeural Architecture Search | —Unverified | 0 |
| Maximin Optimization for Binary Regression | Oct 10, 2020 | regression | —Unverified | 0 |
