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regression

Papers

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Showing 2076–2100 of 9424 papers

TitleStatusHype
Omnipredictors for Regression and the Approximate Rank of Convex Functions—0
A structured regression approach for evaluating model performance across intersectional subgroups—0
Mapping-to-Parameter Nonlinear Functional Regression with Novel B-spline Free Knot Placement Algorithm—0
PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic RegressionCode0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh RecoveryCode0
Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search—0
An Explicit Scheme for Pathwise XVA Computations—0
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression—0
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model—0
Nonparametric logistic regression with deep learning—0
Bayesian Semi-structured Subspace Inference—0
NIV-SSD: Neighbor IoU-Voting Single-Stage Object Detector From Point CloudCode0
Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning—0
Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure—0
Approaches to biological species delimitation based on genetic and spatial dissimilarity—0
Multivariate Density Estimation via Variance-Reduced SketchingCode0
Local Identification in Instrumental Variable Multivariate Quantile Regression Models—0
Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual BanditsCode0
Solving Offline Reinforcement Learning with Decision Tree RegressionCode0
Online Mean Estimation for Multi-frame Optical Fiber Signals On Highways—0
Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression modelsCode0
Deep spatial context: when attention-based models meet spatial regressionCode0
Bootstrapping OTS-Funcimg Pre-training Model (Botfip) -- A Comprehensive Symbolic Regression Framework—0
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for CompressionCode0
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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