| Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling | Oct 19, 2020 | ImputationMissing Labels | CodeCode Available | 0 |
| Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized Convolutional Networks | Oct 19, 2020 | image-classificationImage Classification | —Unverified | 0 |
| JSRT: James-Stein Regression Tree | Oct 18, 2020 | Predictionregression | —Unverified | 0 |
| Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression | Oct 18, 2020 | Anomaly DetectionLesion Detection | —Unverified | 0 |
| Conformal prediction interval for dynamic time-series | Oct 18, 2020 | Conformal PredictionEnsemble Learning | CodeCode Available | 2 |
| A Seq2Seq approach to Symbolic Regression | Oct 17, 2020 | Benchmarkingregression | CodeCode Available | 0 |
| Learning from Suboptimal Demonstration via Self-Supervised Reward Regression | Oct 17, 2020 | regression | CodeCode Available | 1 |
| Robust Face Alignment by Multi-order High-precision Hourglass Network | Oct 17, 2020 | Face Alignmentregression | —Unverified | 0 |
| Quantum-Inspired Classical Algorithm for Principal Component Regression | Oct 16, 2020 | Recommendation Systemsregression | —Unverified | 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 |
| Quantile regression with deep ReLU Networks: Estimators and minimax rates | Oct 16, 2020 | quantile regressionregression | CodeCode Available | 1 |
| Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces | Oct 16, 2020 | Gaussian Processesregression | CodeCode Available | 1 |
| Deep and interpretable regression models for ordinal outcomes | Oct 16, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning | Oct 16, 2020 | quantile regressionregression | —Unverified | 0 |
| An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting | Oct 16, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery | Oct 16, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| LTN: Long-Term Network for Long-Term Motion Prediction | Oct 15, 2020 | Autonomous Navigationmotion prediction | —Unverified | 0 |
| A Theory of Hyperbolic Prototype Learning | Oct 15, 2020 | regression | —Unverified | 0 |
| Instrumental Variable Regression via Kernel Maximum Moment Loss | Oct 15, 2020 | regression | CodeCode Available | 0 |
| Task Decoupled Knowledge Distillation For Lightweight Face Detectors | Oct 14, 2020 | Face DetectionKnowledge Distillation | CodeCode Available | 1 |
| Decomposing non-stationary signals with time-varying wave-shape functions | Oct 14, 2020 | Computational Efficiencyregression | CodeCode Available | 1 |
| Learning Deep Features in Instrumental Variable Regression | Oct 14, 2020 | regression | CodeCode Available | 1 |
| VEST: Automatic Feature Engineering for Forecasting | Oct 14, 2020 | Feature Engineeringfeature selection | CodeCode Available | 1 |
| Neural Mixture Distributional Regression | Oct 14, 2020 | Deep Learningregression | —Unverified | 0 |
| ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets | Oct 12, 2020 | DiversityFace Alignment | CodeCode Available | 1 |
