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regression

Papers

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Showing 5601–5625 of 9424 papers

TitleStatusHype
Kernel Alignment Risk Estimator: Risk Prediction from Training Data—0
Robust Meta-learning for Mixed Linear Regression with Small Batches—0
Introduction to Machine Learning for Accelerator Physics—0
Image Response Regression via Deep Neural Networks—0
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants—0
BlazePose: On-device Real-time Body Pose trackingCode4
Real-Time Regression with Dividing Local Gaussian Processes—0
On the Inference of Soft Biometrics from Typing Patterns Collected in a Multi-device Environment—0
Deep Multimodal Transfer-Learned Regression in Data-Poor DomainsCode0
Selecting Diverse Models for Scientific Insight—0
Risk bounds when learning infinitely many response functions by ordinary linear regression—0
Provable Training Set Debugging for Linear Regression—0
AcED: Accurate and Edge-consistent Monocular Depth Estimation—0
Estimates on Learning Rates for Multi-Penalty Distribution Regression—0
Unified SVM Algorithm Based on LS-DC LossCode0
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges—0
Efficient Path Algorithms for Clustered Lasso and OSCAR—0
Least Squares Regression with Markovian Data: Fundamental Limits and Algorithms—0
Safety Verification of Unknown Dynamical Systems via Gaussian Process Regression—0
Balance is key: Private median splits yield high-utility random trees—0
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features—0
Sparse Gaussian Process Based On Hat Basis Functions—0
Adversarial Weighting for Domain Adaptation in RegressionCode1
Robust Locality-Aware Regression for Labeled Data Classification—0
Hyperbolic Neural Networks++Code1
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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