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regression

Papers

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Showing 951–975 of 9424 papers

TitleStatusHype
Entropic Regression DMD (ERDMD) Discovers Informative Sparse and Nonuniformly Time Delayed Models—0
CUQDS: Conformal Uncertainty Quantification under Distribution Shift for Trajectory Prediction—0
Linear Bellman Completeness Suffices for Efficient Online Reinforcement Learning with Few Actions—0
DistPred: A Distribution-Free Probabilistic Inference Method for Regression and ForecastingCode2
Analysing the Behaviour of Tree-Based Neural Networks in Regression TasksCode0
Research on Trends in Illegal Wildlife Trade based on Comprehensive Growth Dynamic Model—0
First-Order Manifold Data Augmentation for Regression LearningCode0
Stacking for Probabilistic Short-term Load Forecasting—0
Full reference point cloud quality assessment using support vector regressionCode0
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting—0
Explainable AI for Comparative Analysis of Intrusion Detection ModelsCode0
An Efficient Approach to Regression Problems with Tensor Neural Networks—0
Ridge interpolators in correlated factor regression models -- exact risk analysis—0
Deep Sketched Output Kernel Regression for Structured PredictionCode0
Benign overfitting in Fixed Dimension via Physics-Informed Learning with Smooth Inductive Bias—0
Flexible Heteroscedastic Count Regression with Deep Double Poisson NetworksCode0
Noise-Aware Differentially Private Regression via Meta-LearningCode0
Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimality—0
Scaling Laws in Linear Regression: Compute, Parameters, and Data—0
SR-Stereo & DAPE: Stepwise Regression and Pre-trained Edges for Practical Stereo MatchingCode0
Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection—0
AutoTVG: A New Vision-language Pre-training Paradigm for Temporal Video Grounding—0
DecoR: Deconfounding Time Series with Robust RegressionCode0
Beyond the Norms: Detecting Prediction Errors in Regression Models—0
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes—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