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regression

Papers

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Showing 8701–8750 of 9424 papers

TitleStatusHype
Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression ProblemsCode0
Automating the Discovery of Partial Differential Equations in Dynamical SystemsCode0
Self-Paced Deep Regression Forests with Consideration of Ranking FairnessCode0
Distance approximation to support customer selection in vehicle routing problemsCode0
Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing FlowsCode0
Reg R-CNN: Lesion Detection and Grading under Noisy LabelsCode0
Heatmap Regression for Lesion Detection using Pointwise AnnotationsCode0
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on RegressionCode0
Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores using Graph Neural Networks and Meta-LearningCode0
Uncovering Population PK Covariates from VAE-Generated Latent SpacesCode0
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation FunctionsCode0
Optimizing for Generalization in Machine Learning with Cross-Validation GradientsCode0
metboost: Exploratory regression analysis with hierarchically clustered dataCode0
Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional AsymptoticsCode0
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting DistributionCode0
Automatic doubly robust inference for linear functionals via calibrated debiased machine learningCode0
Target inductive methods for zero-shot regressionCode0
Weighted Neural Tangent Kernel: A Generalized and Improved Network-Induced KernelCode0
Heterogeneous Multi-Task Gaussian Cox ProcessesCode0
Conditionally Risk-Averse Contextual BanditsCode0
Target Strangeness: A Novel Conformal Prediction Difficulty EstimatorCode0
A random shuffle method to expand a narrow dataset and overcome the associated challenges in a clinical study: a heart failure cohort exampleCode0
Self-Supervised Learning for Time Series: A Review & Critique of FITSCode0
A Generalization of Convolutional Neural Networks to Graph-Structured DataCode0
Conditional Linear RegressionCode0
Heterogeneous Treatment Effects in Panel DataCode0
Heterogeneous Treatment Effects in Regression Discontinuity DesignsCode0
MIMIR: Deep Regression for Automated Analysis of UK Biobank Body MRICode0
Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson RegressionCode0
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object DetectionCode0
Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimensionCode0
Optirank: classification for RNA-Seq data with optimal ranking reference genesCode0
Heteroscedastic Gaussian Process Regression on the Alkenone over Sea Surface TemperaturesCode0
Ord2Seq: Regarding Ordinal Regression as Label Sequence PredictionCode0
Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regressionCode0
Conditional validity of heteroskedastic conformal regressionCode0
Order-Independent Structure Learning of Multivariate Regression Chain GraphsCode0
Boulder2Vec: Modeling Climber Performances in Professional Bouldering CompetitionsCode0
Minimax Analysis for Inverse Risk in Nonparametric Planer Invertible RegressionCode0
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural NetworksCode0
Deep and interpretable regression models for ordinal outcomesCode0
A generalizable approach for multi-view 3D human pose regressionCode0
Discrete-Constrained Regression for Local Counting ModelsCode0
Stability selection enables robust learning of partial differential equations from limited noisy dataCode0
Thread Counting in Plain Weave for Old Paintings Using Semi-Supervised Regression Deep Learning ModelsCode0
Automatic debiasing of neural networks via moment-constrained learningCode0
A Quantum Neural Network Regression for Modeling Lithium-ion Battery Capacity DegradationCode0
Automatic Construction and Natural-Language Description of Nonparametric Regression ModelsCode0
Discovery of sparse hysteresis models for piezoelectric materialsCode0
A general framework for ensemble distribution distillationCode0
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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