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regression

Papers

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Showing 7001–7025 of 9424 papers

TitleStatusHype
Prediction of Construction Cost for Field Canals Improvement Projects in Egypt—0
Robust approximate linear regression without correspondence—0
DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking—0
Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference—0
Large Scale Joint Semantic Re-Localisation and Scene Understanding via Globally Unique Instance Coordinate Regression—0
Histogram Transform Ensembles for Large-scale Regression—0
TFPose: Direct Human Pose Estimation with Transformers—0
RSRM: Reinforcement Symbolic Regression Machine—0
AKEM: Aligning Knowledge Base to Queries with Ensemble Model for Entity Recognition and Linking—0
Deep Fréchet Regression—0
A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression—0
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties—0
Sparse Linear Regression when Noises and Covariates are Heavy-Tailed and Contaminated by Outliers—0
Batch Active Learning in Gaussian Process Regression using Derivatives—0
Efficient Decision Trees for Tensor Regressions—0
Quantile Regression using Random Forest Proximities—0
Adaptive Learning for Quantum Linear Regression—0
Optimizing Cox Models with Stochastic Gradient Descent: Theoretical Foundations and Practical Guidances—0
Nash: Neural Adaptive Shrinkage for Structured High-Dimensional Regression—0
Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion—0
STRIDE: Sparse Techniques for Regression in Deep Gaussian Processes—0
Adversarial learning for nonparametric regression: Minimax rate and adaptive estimation—0
Improved Scaling Laws in Linear Regression via Data Reuse—0
Demystifying Spectral Feature Learning for Instrumental Variable Regression—0
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods—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