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regression

Papers

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Showing 676–700 of 9424 papers

TitleStatusHype
SMART: A Flexible Approach to Regression using Spline-Based Multivariate Adaptive Regression TreesCode0
Testing Credibility of Public and Private Surveys through the Lens of Regression—0
A Strategy for Label Alignment in Deep Neural NetworksCode0
Random-projection ensemble dimension reductionCode0
Conditional Variational Autoencoders for Probabilistic Pose Regression—0
Precise Model Benchmarking with Only a Few Observations—0
Regression Conformal Prediction under BiasCode0
Minimax-optimal and Locally-adaptive Online Nonparametric Regression—0
Test-time Adaptation for Regression by Subspace AlignmentCode1
Mixed-curvature decision trees and random forestsCode2
Accelerating Deep Learning with Fixed Time Budget—0
Minmax Trend Filtering: Generalizations of Total Variation Denoising via a Local Minmax/Maxmin Formula—0
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust RegressionCode0
Ranking Perspective for Tree-based Methods with Applications to Symbolic Feature Selection—0
Highly Adaptive Ridge—0
Distributed Learning with Discretely Observed Functional Data—0
Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks—0
On metric choice in dimension reduction for Fréchet regression—0
Causal Inference Tools for a Better Evaluation of Machine Learning—0
HelpSteer2-Preference: Complementing Ratings with Preferences—0
Attention layers provably solve single-location regressionCode0
Reducing Variance in Meta-Learning via Laplace Approximation for Regression Tasks—0
TorchSISSO: A PyTorch-Based Implementation of the Sure Independence Screening and Sparsifying Operator for Efficient and Interpretable Model DiscoveryCode1
Bayesian Binary Search—0
Transformers Handle Endogeneity in In-Context Linear Regression—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