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regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1276–1300 of 9424 papers

TitleStatusHype
Enhancing Symbolic Regression and Universal Physics-Informed Neural Networks with Dimensional Analysis—0
Understanding LLM Embeddings for Regression—0
Gradient-based optimization for variational empirical Bayes multiple regressionCode0
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
Differentially Private Learning Beyond the Classical Dimensionality Regime—0
Transformer Neural Processes -- Kernel Regression—0
Auto-Evaluation with Few Labels through Post-hoc Regression—0
Attribute Inference Attacks for Federated Regression TasksCode0
AsynEIO: Asynchronous Monocular Event-Inertial Odometry Using Gaussian Process Regression—0
Debiased Regression for Root-N-Consistent Conditional Mean Estimation—0
Interpretation of High-Dimensional Regression Coefficients by Comparison with Linearized Compressing Features—0
BALI: Learning Neural Networks via Bayesian Layerwise Inference—0
Learning Differentiable Surrogate Losses for Structured Prediction—0
DeforHMR: Vision Transformer with Deformable Cross-Attention for 3D Human Mesh Recovery—0
SeqProFT: Applying LoRA Finetuning for Sequence-only Protein Property Predictions—0
Machine Learning Algorithms to Assess Site Closure Time Frames for Soil and Groundwater ContaminationCode0
Hybrid deep additive neural networks—0
Conditional regression for the Nonlinear Single-Variable Model—0
LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation—0
Oblique Bayesian additive regression trees—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
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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