| Alternative Function Approximation Parameterizations for Solving Games: An Analysis of f-Regression Counterfactual Regret Minimization | Dec 6, 2019 | counterfactualregression | —Unverified | 0 |
| Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions | Dec 5, 2019 | regression | CodeCode Available | 0 |
| Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression | Dec 5, 2019 | regressionStochastic Optimization | —Unverified | 0 |
| Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning | Dec 5, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models | Dec 5, 2019 | Econometricsregression | —Unverified | 0 |
| ASTRA: High Throughput 3PC over Rings with Application to Secure Prediction | Dec 5, 2019 | Fairnessregression | —Unverified | 0 |
| Real-time 2019 Portuguese Parliament Election Results Dataset | Dec 5, 2019 | regression | CodeCode Available | 0 |
| High Dimensional Latent Panel Quantile Regression with an Application to Asset Pricing | Dec 4, 2019 | quantile regressionregression | —Unverified | 0 |
| Regression with Uncertainty Quantification in Large Scale Complex Data | Dec 4, 2019 | Age Estimationregression | —Unverified | 0 |
| SAIS: Single-stage Anchor-free Instance Segmentation | Dec 3, 2019 | Instance Segmentationregression | —Unverified | 0 |
| A Hidden Variables Approach to Multilabel Logistic Regression | Dec 3, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model | Dec 2, 2019 | parameter estimationregression | —Unverified | 0 |
| Mixture Dense Regression for Object Detection and Human Pose Estimation | Dec 2, 2019 | Dense Object DetectionObject | CodeCode Available | 0 |
| Neural Predictor for Neural Architecture Search | Dec 2, 2019 | Neural Architecture Searchregression | CodeCode Available | 0 |
| First order expansion of convex regularized estimators | Dec 1, 2019 | Formregression | —Unverified | 0 |
| Partitioning Structure Learning for Segmented Linear Regression Trees | Dec 1, 2019 | regression | CodeCode Available | 0 |
| A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression | Dec 1, 2019 | Federated Learningregression | —Unverified | 0 |
| Graph-Based Semi-Supervised Learning with Non-ignorable Non-response | Dec 1, 2019 | General ClassificationImputation | CodeCode Available | 0 |
| Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression | Dec 1, 2019 | Decision Makingregression | CodeCode Available | 0 |
| Sparse High-Dimensional Isotonic Regression | Dec 1, 2019 | Cancer Classificationregression | —Unverified | 0 |
| Globally Optimal Learning for Structured Elliptical Losses | Dec 1, 2019 | regression | CodeCode Available | 0 |
| A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression | Dec 1, 2019 | regression | CodeCode Available | 0 |
| VIABLE: Fast Adaptation via Backpropagating Learned Loss | Nov 29, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches | Nov 29, 2019 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Sparse and Low-Rank High-Order Tensor Regression via Parallel Proximal Method | Nov 29, 2019 | Action Recognitionregression | —Unverified | 0 |
