| Private Isotonic Regression | Oct 27, 2022 | regression | —Unverified | 0 |
| Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering | Oct 26, 2022 | ClusteringFederated Learning | CodeCode Available | 0 |
| High-dimensional Measurement Error Models for Lipschitz Loss | Oct 26, 2022 | Functional ConnectivityGender Classification | —Unverified | 0 |
| SPQR: An R Package for Semi-Parametric Density and Quantile Regression | Oct 26, 2022 | quantile regressionregression | —Unverified | 0 |
| Cap or No Cap? What Can Governments Do to Promote EV Sales? | Oct 26, 2022 | regressionTime Series | —Unverified | 0 |
| Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling | Oct 26, 2022 | regressiontensor algebra | —Unverified | 0 |
| Imputation of missing values in multi-view data | Oct 26, 2022 | ImputationMeta-Learning | —Unverified | 0 |
| Combined Data and Deep Learning Model Uncertainties: An Application to the Measurement of Solid Fuel Regression Rate | Oct 25, 2022 | regressionUncertainty Quantification | —Unverified | 0 |
| Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks | Oct 25, 2022 | ClassificationDiagnostic | —Unverified | 0 |
| Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures | Oct 25, 2022 | Binary Classificationregression | —Unverified | 0 |
| PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits | Oct 25, 2022 | Decision MakingExperimental Design | CodeCode Available | 0 |
| GLS under Monotone Heteroskedasticity | Oct 25, 2022 | regression | —Unverified | 0 |
| Similarity between Units of Natural Language: The Transition from Coarse to Fine Estimation | Oct 25, 2022 | regression | —Unverified | 0 |
| Conditionally Risk-Averse Contextual Bandits | Oct 24, 2022 | ManagementMulti-Armed Bandits | CodeCode Available | 0 |
| Predicting the Citation Count and CiteScore of Journals One Year in Advance | Oct 24, 2022 | feature selectionPrediction | —Unverified | 0 |
| Deep Learning Approach for Dynamic Sampling for Multichannel Mass Spectrometry Imaging | Oct 24, 2022 | Deep Learningregression | CodeCode Available | 0 |
| Deep Kronecker Network | Oct 24, 2022 | regression | —Unverified | 0 |
| Prediction intervals for economic fixed-event forecasts | Oct 24, 2022 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Accelerating the training of single-layer binary neural networks using the HHL quantum algorithm | Oct 23, 2022 | regression | —Unverified | 0 |
| Estimating oil and gas recovery factors via machine learning: Database-dependent accuracy and reliability | Oct 22, 2022 | regression | —Unverified | 0 |
| Fingerprint Based mmWave Positioning System Aided by Reconfigurable Intelligent Surface | Oct 21, 2022 | Positionregression | —Unverified | 0 |
| Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles | Oct 21, 2022 | Multi-Armed Banditsregression | CodeCode Available | 0 |
| Calibration tests beyond classification | Oct 21, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Learning Ultrametric Trees for Optimal Transport Regression | Oct 21, 2022 | regression | CodeCode Available | 0 |
| Blind Polynomial Regression | Oct 21, 2022 | regression | —Unverified | 0 |
| Integrated Brier Score based Survival Cobra -- A regression based approach | Oct 21, 2022 | regression | —Unverified | 0 |
| Geo6D: Geometric Constraints Learning for 6D Pose Estimation | Oct 20, 2022 | 6D Pose Estimationobject-detection | —Unverified | 0 |
| Low-rank Panel Quantile Regression: Estimation and Inference | Oct 20, 2022 | quantile regressionregression | —Unverified | 0 |
| MGTUNet: An new UNet for colon nuclei instance segmentation and quantification | Oct 20, 2022 | Instance Segmentationregression | —Unverified | 0 |
| Local SGD in Overparameterized Linear Regression | Oct 20, 2022 | regression | —Unverified | 0 |
| Distributional Adaptive Soft Regression Trees | Oct 19, 2022 | regression | CodeCode Available | 0 |
| Combination of Raman spectroscopy and chemometrics: A review of recent studies published in the Spectrochimica Acta, Part A: Molecular and Biomolecular Spectroscopy Journal | Oct 18, 2022 | Classificationregression | —Unverified | 0 |
| Linear Regression with Centrality Measures | Oct 18, 2022 | regression | —Unverified | 0 |
| Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction | Oct 18, 2022 | Conformal PredictionPrediction | —Unverified | 0 |
| Importance Weighting Correction of Regularized Least-Squares for Covariate and Target Shifts | Oct 18, 2022 | regression | —Unverified | 0 |
| Locally Smoothed Gaussian Process Regression | Oct 18, 2022 | Gaussian ProcessesGPR | —Unverified | 0 |
| Systematic Evaluation of Predictive Fairness | Oct 17, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Sparse Kronecker Product Decomposition: A General Framework of Signal Region Detection in Image Regression | Oct 17, 2022 | regression | CodeCode Available | 0 |
| A Mixing Time Lower Bound for a Simplified Version of BART | Oct 17, 2022 | Causal Inferenceregression | —Unverified | 0 |
| Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making | Oct 16, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Dimension free ridge regression | Oct 16, 2022 | regression | —Unverified | 0 |
| Application of Explainable Machine Learning in Detecting and Classifying Ransomware Families Based on API Call Analysis | Oct 16, 2022 | Feature EngineeringInterpretable Machine Learning | —Unverified | 0 |
| How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? | Oct 15, 2022 | regression | —Unverified | 0 |
| Machine Learning Approach for Predicting Students Academic Performance and Study Strategies based on their Motivation | Oct 15, 2022 | regression | —Unverified | 0 |
| Conditional Likelihood Ratio Test with Many Weak Instruments | Oct 14, 2022 | regression | —Unverified | 0 |
| Training speech emotion classifier without categorical annotations | Oct 14, 2022 | ClassificationEmotion Recognition | —Unverified | 0 |
| Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance maps | Oct 13, 2022 | regressionSegmentation | CodeCode Available | 0 |
| Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function | Oct 13, 2022 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| OOOE: Only-One-Object-Exists Assumption to Find Very Small Objects in Chest Radiographs | Oct 13, 2022 | Anatomyregression | —Unverified | 0 |
| TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography | Oct 13, 2022 | Contrastive LearningDiffusion MRI | —Unverified | 0 |