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regression

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Showing 2926–2950 of 9424 papers

TitleStatusHype
An Over-parameterized Exponential Regression—0
Futures Quantitative Investment with Heterogeneous Continual Graph Neural Network—0
Local Interpretability of Random Forests for Multi-Target RegressionCode0
Thread Counting in Plain Weave for Old Paintings Using Semi-Supervised Regression Deep Learning ModelsCode0
Kernel interpolation generalizes poorly—0
Solving Regularized Exp, Cosh and Sinh Regression Problems—0
Learnability, Sample Complexity, and Hypothesis Class Complexity for Regression Models—0
Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task—0
Intersection over Union with smoothing for bounding box regressionCode0
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning—0
Learning Rate Schedules in the Presence of Distribution ShiftCode0
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels—0
CRRS: Concentric Rectangles Regression Strategy for Multi-point Representation on Fisheye Images—0
Particle Mean Field Variational BayesCode0
The Exact Sample Complexity Gain from Invariances for Kernel Regression—0
Feature Space Sketching for Logistic Regression—0
Sensorless Adaptive Vibration Suppression in Two-Mass Systems via Joint Estimation of Controller Parameters and System States—0
Functional-Coefficient Quantile Regression for Panel Data with Latent Group Structure—0
Logistic Regression Equivalence: A Framework for Comparing Logistic Regression Models Across Populations—0
Physics Symbolic Learner for Discovering Ground-Motion Models Via NGA-West2 Database—0
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approachCode0
SiamTHN: Siamese Target Highlight Network for Visual Tracking—0
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer—0
Large-Scale Education Reform in General Equilibrium: Regression Discontinuity Evidence from India: CommentCode0
Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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