| Deep Ordinal Regression with Label Diversity | Jun 29, 2020 | Age EstimationDiversity | CodeCode Available | 1 |
| Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates | Jun 28, 2020 | Keypoint DetectionMulti-Person Pose Estimation | CodeCode Available | 1 |
| For interpolating kernel machines, minimizing the norm of the ERM solution minimizes stability | Jun 28, 2020 | regression | —Unverified | 0 |
| SMPR: Single-Stage Multi-Person Pose Regression | Jun 28, 2020 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 0 |
| Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python | Jun 27, 2020 | regressionSparse Learning | CodeCode Available | 1 |
| The flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R | Jun 27, 2020 | regression | —Unverified | 0 |
| Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications | Jun 26, 2020 | Dimensionality ReductionDisentanglement | —Unverified | 0 |
| Stochastic Differential Equations with Variational Wishart Diffusions | Jun 26, 2020 | regression | CodeCode Available | 0 |
| Critic Regularized Regression | Jun 26, 2020 | Offline RLregression | CodeCode Available | 1 |
| Intrinsic Gaussian Processes on Manifolds and Their Accelerations by Symmetry | Jun 25, 2020 | Gaussian Processesregression | —Unverified | 0 |
| STORM: Foundations of End-to-End Empirical Risk Minimization on the Edge | Jun 25, 2020 | Distributed Computingregression | —Unverified | 0 |
| Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case | Jun 25, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Active Online Learning with Hidden Shifting Domains | Jun 25, 2020 | Domain Adaptationregression | —Unverified | 0 |
| Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems | Jun 25, 2020 | parameter estimationregression | —Unverified | 0 |
| Distributionally-Robust Machine Learning Using Locally Differentially-Private Data | Jun 24, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes | Jun 24, 2020 | DiversityPoint Processes | —Unverified | 0 |
| Provably Convergent Working Set Algorithm for Non-Convex Regularized Regression | Jun 24, 2020 | regression | —Unverified | 0 |
| Distribution-Based Invariant Deep Networks for Learning Meta-Features | Jun 24, 2020 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Likelihood-Free Gaussian Process for Regression | Jun 24, 2020 | regression | —Unverified | 0 |
| Artificial Lateral Line Based Relative State Estimation for Two Adjacent Robotic Fish | Jun 23, 2020 | regressionState Estimation | —Unverified | 0 |
| A General Class of Transfer Learning Regression without Implementation Cost | Jun 23, 2020 | Density Ratio Estimationregression | —Unverified | 0 |
| Time Series Extrinsic Regression | Jun 23, 2020 | regressionTime Series | CodeCode Available | 1 |
| A Constructive, Type-Theoretic Approach to Regression via Global Optimisation | Jun 23, 2020 | regressionVocal Bursts Type Prediction | —Unverified | 0 |
| Spectral Bias and Task-Model Alignment Explain Generalization in Kernel Regression and Infinitely Wide Neural Networks | Jun 23, 2020 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 0 |
| Exact Support Recovery in Federated Regression with One-shot Communication | Jun 22, 2020 | Distributed ComputingFederated Learning | —Unverified | 0 |
