| Evaluation of data imputation strategies in complex, deeply-phenotyped data sets: the case of the EU-AIMS Longitudinal European Autism Project | Jan 20, 2022 | ImputationMissing Values | —Unverified | 0 |
| A Visual Analytics Approach to Building Logistic Regression Models and its Application to Health Records | Jan 20, 2022 | regression | CodeCode Available | 0 |
| Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning | Jan 20, 2022 | Deep Learningregression | —Unverified | 0 |
| Accelerated Gradient Flow: Risk, Stability, and Implicit Regularization | Jan 20, 2022 | regression | —Unverified | 0 |
| Statistical Learning for Individualized Asset Allocation | Jan 20, 2022 | Decision Makingregression | —Unverified | 0 |
| Poseur: Direct Human Pose Regression with Transformers | Jan 19, 2022 | 2D Human Pose EstimationKeypoint Detection | CodeCode Available | 1 |
| Sandbox Sample Classification Using Behavioral Indicators of Compromise | Jan 18, 2022 | Classificationregression | —Unverified | 0 |
| Asymptotic properties of Bayesian inference in linear regression with a structural break | Jan 18, 2022 | Bayesian Inferenceregression | —Unverified | 0 |
| FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images | Jan 17, 2022 | regressionSegmentation | —Unverified | 0 |
| EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party | Jan 17, 2022 | Federated Learningregression | —Unverified | 0 |
| Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression | Jan 17, 2022 | regression | CodeCode Available | 1 |
| Generalization in Supervised Learning Through Riemannian Contraction | Jan 17, 2022 | Generalization Boundsregression | —Unverified | 0 |
| Why Does Surprisal From Smaller GPT-2 Models Provide Better Fit to Human Reading Times? | Jan 16, 2022 | regression | —Unverified | 0 |
| GradTail: Learning Long-Tailed Data Using Gradient-based Sample Weighting | Jan 16, 2022 | regression | —Unverified | 0 |
| PETS-SWINF: A regression method that considers images with metadata based Neural Network for pawpularity prediction on 2021 Kaggle Competition "PetFinder.my" | Jan 16, 2022 | regression | —Unverified | 0 |
| A Critical Analysis of Image-based Camera Pose Estimation Techniques | Jan 15, 2022 | Autonomous DrivingCamera Localization | —Unverified | 0 |
| Machine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones? | Jan 14, 2022 | regression | —Unverified | 0 |
| Detecting Multiple Structural Breaks in Systems of Linear Regression Equations with Integrated and Stationary Regressors | Jan 14, 2022 | regression | —Unverified | 0 |
| Adaptive Transfer Learning for Plant Phenotyping | Jan 14, 2022 | BIG-bench Machine LearningGPR | —Unverified | 0 |
| The Implicit Regularization of Momentum Gradient Descent with Early Stopping | Jan 14, 2022 | regression | —Unverified | 0 |
| A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery | Jan 13, 2022 | Causal InferenceData Integration | —Unverified | 0 |
| Kernel methods for long term dose response curves | Jan 13, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation | Jan 13, 2022 | Knowledge Distillationregression | CodeCode Available | 1 |
| The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression | Jan 13, 2022 | regression | —Unverified | 0 |
| Deep Symbolic Regression for Recurrent Sequences | Jan 12, 2022 | regressionSymbolic Regression | —Unverified | 0 |
