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regression

Papers

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Showing 7076–7100 of 9424 papers

TitleStatusHype
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression—0
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds—0
Predictive Approximate Bayesian Computation via Saddle Points—0
Optimal Subsampling with Influence Functions—0
Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction—0
Sketching Method for Large Scale Combinatorial Inference—0
Adversarial Multiple Source Domain Adaptation—0
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization—0
Scalable Hyperparameter Transfer Learning—0
Ridge Regression and Provable Deterministic Ridge Leverage Score SamplingCode0
Derivative Estimation in Random Design—0
Horizon-Independent Minimax Linear Regression—0
_1-regression with Heavy-tailed Distributions—0
An Efficient Pruning Algorithm for Robust Isotonic Regression—0
Sequential model aggregation for production forecasting—0
Regression and Classification by Zonal Kriging—0
Deep Haar Scattering Networks in Pattern Recognition: A promising approach—0
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression—0
Regression by clustering using Metropolis-Hastings—0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods—0
Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK—0
Simple Local Polynomial Density EstimatorsCode0
Generalizing semi-supervised generative adversarial networks to regression using feature contrasting—0
Calibrating Uncertainties in Object Localization Task—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