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regression

Papers

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Showing 2101–2150 of 9424 papers

TitleStatusHype
Scalable Neural Symbolic Regression using Control Variables—0
GCT-TTE: Graph Convolutional Transformer for Travel Time EstimationCode0
Vehicle Dynamics Modeling for Autonomous Racing Using Gaussian Processes—0
Continual Learning in Linear Classification on Separable Data—0
Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation—0
Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis—0
Learning Search-Space Specific Heuristics Using Neural Networks—0
Parameter Estimation in Electrical Distribution Systems with limited Measurements using Regression Methods—0
Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression—0
Global universal approximation of functional input maps on weighted spacesCode0
Explaining AI in Finance: Past, Present, ProspectsCode0
Conformal Prediction with Missing ValuesCode1
Enhancing naive classifier for positive unlabeled data based on logistic regression approachCode0
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D EnvironmentsCode3
A Large-Scale Study of Probabilistic Calibration in Neural Network RegressionCode1
Atmospheric Influence on the Path Loss at High Frequencies for Deployment of 5G Cellular Communication Networks—0
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations—0
Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks?—0
On Feature Diversity in Energy-based Models—0
Event-based Stereo Visual Odometry with Native Temporal Resolution via Continuous-time Gaussian Process Regression—0
StyleGAN knows Normal, Depth, Albedo, and More—0
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression TasksCode0
Sharded Bayesian Additive Regression Trees—0
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression—0
Better Private Linear Regression Through Better Private Feature Selection—0
Inference in Predictive Quantile Regressions—0
Information Fusion via Symbolic Regression: A Tutorial in the Context of Human Health—0
A data-driven analysis on the mediation effect of compartment models between control measures and COVID-19 epidemics—0
Zero-Shot Automatic Pronunciation Assessment—0
Fine-grained analysis of non-parametric estimation for pairwise learning—0
Label Embedding via Low-Coherence Matrices—0
Alternating Minimization for Regression with Tropical Rational FunctionsCode0
Adaptive Conformal Regression with Jackknife+ Rescaled Scores—0
Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction—0
Cooperative Thresholded Lasso for Sparse Linear Bandit—0
Predicting Rare Events by Shrinking Towards Proportional OddsCode0
Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction—0
Adaptive Conditional Quantile Neural ProcessesCode0
Shapley Based Residual Decomposition for Instance AnalysisCode0
Intrinsic shape analysis in archaeology: A case study on ancient sundialsCode0
Generalized equivalences between subsampling and ridge regularization—0
Generalization Ability of Wide Residual Networks—0
Meta-Regression Analysis of Errors in Short-Term Electricity Load Forecasting—0
Parity CalibrationCode0
A machine learning approach to the prediction of heat-transfer coefficients in micro-channels—0
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions—0
Federated Empirical Risk Minimization via Second-Order Method—0
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution—0
Error Bounds for Learning with Vector-Valued Random FeaturesCode1
Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified