| KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning | Jun 26, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 2 |
| EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition | Jun 26, 2024 | EEGEEG Emotion Recognition | CodeCode Available | 2 |
| Optimal spanning tree reconstruction in symbolic regression | Jun 25, 2024 | regressionSymbolic Regression | —Unverified | 0 |
| Univariate Skeleton Prediction in Multivariate Systems Using Transformers | Jun 25, 2024 | Predictionregression | CodeCode Available | 0 |
| Variance Reduction for the Independent Metropolis Sampler | Jun 25, 2024 | regression | —Unverified | 0 |
| Image-Guided Outdoor LiDAR Perception Quality Assessment for Autonomous Driving | Jun 25, 2024 | Autonomous DrivingPoint Cloud Quality Assessment | —Unverified | 0 |
| Reinforced Knowledge Distillation for Time Series Regression | Jun 21, 2024 | Knowledge DistillationModel Compression | CodeCode Available | 0 |
| Identification and Estimation of Causal Effects in High-Frequency Event Studies | Jun 21, 2024 | regression | —Unverified | 0 |
| Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function Discovery | Jun 21, 2024 | regressionSymbolic Regression | CodeCode Available | 1 |
| Difference-in-Differences when Parallel Trends Holds Conditional on Covariates | Jun 21, 2024 | regression | CodeCode Available | 1 |
| DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning | Jun 21, 2024 | Contrastive Learningregression | —Unverified | 0 |
| Pathological Regularization Regimes in Classification Tasks | Jun 20, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Estimating Time-Varying Parameters of Various Smoothness in Linear Models via Kernel Regression | Jun 20, 2024 | regression | —Unverified | 0 |
| Semi-supervised Regression Analysis with Model Misspecification and High-dimensional Data | Jun 20, 2024 | regressionTransfer Learning | —Unverified | 0 |
| Classifying Dry Eye Disease Patients from Healthy Controls Using Machine Learning and Metabolomics Data | Jun 20, 2024 | regressionSpecificity | —Unverified | 0 |
| Ensembles of Probabilistic Regression Trees | Jun 20, 2024 | regression | CodeCode Available | 0 |
| Movement-Prediction-Adjusted Naïve Forecast | Jun 20, 2024 | Binary ClassificationPrediction | —Unverified | 0 |
| Bayesian Circular Regression with von Mises Quasi-Processes | Jun 19, 2024 | Gaussian Processesregression | —Unverified | 0 |
| High-probability minimax lower bounds | Jun 19, 2024 | Density Estimationregression | —Unverified | 0 |
| On the Consistency of Fairness Measurement Methods for Regression Tasks | Jun 19, 2024 | Fairnessregression | —Unverified | 0 |
| An Optimal Transport Approach for Network Regression | Jun 18, 2024 | regression | —Unverified | 0 |
| Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection | Jun 18, 2024 | feature selectionMissing Labels | —Unverified | 0 |
| Predicting the energetic proton flux with a machine learning regression algorithm | Jun 18, 2024 | regression | —Unverified | 0 |
| MSBoost: Using Model Selection with Multiple Base Estimators for Gradient Boosting | Jun 17, 2024 | ClassificationModel Selection | CodeCode Available | 0 |
| Entropic Regression DMD (ERDMD) Discovers Informative Sparse and Nonuniformly Time Delayed Models | Jun 17, 2024 | regression | —Unverified | 0 |
