| Polynomial convergence of iterations of certain random operators in Hilbert space | Feb 4, 2022 | regression | —Unverified | 0 |
| Robust Linear Regression for General Feature Distribution | Feb 4, 2022 | regression | —Unverified | 0 |
| Maximum Likelihood Uncertainty Estimation: Robustness to Outliers | Feb 3, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 0 |
| A selective review of sufficient dimension reduction for multivariate response regression | Feb 2, 2022 | Dimensionality Reductionregression | —Unverified | 0 |
| Fenrir: Physics-Enhanced Regression for Initial Value Problems | Feb 2, 2022 | Numerical Integrationparameter estimation | CodeCode Available | 0 |
| Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference | Feb 2, 2022 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Communication Efficient Federated Learning for Generalized Linear Bandits | Feb 2, 2022 | Federated Learningparameter estimation | —Unverified | 0 |
| Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems | Feb 2, 2022 | Binary ClassificationDecision Making | —Unverified | 0 |
| VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering | Feb 2, 2022 | ClusteringPrediction | —Unverified | 0 |
| Decoupled IoU Regression for Object Detection | Feb 2, 2022 | Objectobject-detection | —Unverified | 0 |
| Radio Map Estimation: A Data-Driven Approach to Spectrum Cartography | Feb 1, 2022 | regressionSpectrum Cartography | —Unverified | 0 |
| Long-Horizon Return Predictability from Realized Volatility in Pure-Jump Point Processes | Feb 1, 2022 | Point Processesregression | —Unverified | 0 |
| Regression Transformer: Concurrent sequence regression and generation for molecular language modeling | Feb 1, 2022 | Conditional Text GenerationInductive Bias | CodeCode Available | 1 |
| On Regularizing Coordinate-MLPs | Feb 1, 2022 | regression | —Unverified | 0 |
| Safe Screening for Logistic Regression with _0-_2 Regularization | Feb 1, 2022 | regression | —Unverified | 0 |
| Partial Sum Processes of Residual-Based and Wald-type Break-Point Statistics in Time Series Regression Models | Jan 31, 2022 | regressionTime Series | —Unverified | 0 |
| Improving Estimation Efficiency via Regression-Adjustment in Covariate-Adaptive Randomizations with Imperfect Compliance | Jan 31, 2022 | regression | —Unverified | 0 |
| Agnostic Learnability of Halfspaces via Logistic Loss | Jan 31, 2022 | regression | —Unverified | 0 |
| Simple Calibration via Geodesic Kernels | Jan 31, 2022 | Out-of-Distribution Detectionregression | CodeCode Available | 0 |
| Spectral image clustering on dual-energy CT scans using functional regression mixtures | Jan 31, 2022 | ClusteringImage Clustering | CodeCode Available | 0 |
| Machine learning based modelling and optimization in hard turning of AISI D6 steel with newly developed AlTiSiN coated carbide tool | Jan 30, 2022 | regression | —Unverified | 0 |
| A least squares support vector regression for anisotropic diffusion filtering | Jan 30, 2022 | regression | —Unverified | 0 |
| A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study | Jan 29, 2022 | DenoisingModel Selection | —Unverified | 0 |
| Geometry- and Accuracy-Preserving Random Forest Proximities | Jan 29, 2022 | Data VisualizationImputation | CodeCode Available | 0 |
| Towards Robust Deep Active Learning for Scientific Computing | Jan 29, 2022 | Active Learningimage-classification | —Unverified | 0 |
