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regression

Papers

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Showing 526–550 of 9424 papers

TitleStatusHype
Uncertainty-Aware Regression for Socio-Economic Estimation via Multi-View Remote SensingCode0
A Comparison of Machine Learning Algorithms for Predicting Sea Surface Temperature in the Great Barrier Reef Region—0
Quantized symbolic time series approximationCode2
Differentially Private Learning Beyond the Classical Dimensionality Regime—0
Transformer Neural Processes -- Kernel Regression—0
Attribute Inference Attacks for Federated Regression TasksCode0
AsynEIO: Asynchronous Monocular Event-Inertial Odometry Using Gaussian Process Regression—0
Auto-Evaluation with Few Labels through Post-hoc Regression—0
Interpretation of High-Dimensional Regression Coefficients by Comparison with Linearized Compressing Features—0
BALI: Learning Neural Networks via Bayesian Layerwise Inference—0
SeqProFT: Applying LoRA Finetuning for Sequence-only Protein Property Predictions—0
Learning Differentiable Surrogate Losses for Structured Prediction—0
DeforHMR: Vision Transformer with Deformable Cross-Attention for 3D Human Mesh Recovery—0
Debiased Regression for Root-N-Consistent Conditional Mean Estimation—0
SymbolFit: Automatic Parametric Modeling with Symbolic RegressionCode2
Machine Learning Algorithms to Assess Site Closure Time Frames for Soil and Groundwater ContaminationCode0
Conditional regression for the Nonlinear Single-Variable Model—0
Hybrid deep additive neural networks—0
Oblique Bayesian additive regression trees—0
LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation—0
Kernel-based retrieval models for hyperspectral image data optimized with Kernel Flows—0
Impact of R&D and AI Investments on Economic Growth and Credit Rating—0
A Note on Doubly Robust Estimator in Regression Discontinuity Designs—0
Evidential time-to-event prediction with calibrated uncertainty quantification—0
Tukey g-and-h neural network regression for non-Gaussian data—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