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regression

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Showing 6101–6125 of 9424 papers

TitleStatusHype
Optimal Estimator for Unlabeled Linear Regression—0
One-shot Distributed Ridge Regression in High Dimensions—0
Acceleration through spectral density estimation—0
Smaller, more accurate regression forests using tree alternating optimization—0
Sparse Shrunk Additive Models—0
Uniform Convergence of Rank-weighted Learning—0
Online Convex Optimization in the Random Order Model—0
Safe screening rules for L0-regression—0
Fast OSCAR and OWL with Safe Screening Rules—0
On Semi-parametric Inference for BART—0
Quantile Causal DiscoveryCode0
Healing Gaussian Process Experts—0
Boosted Histogram Transform for Regression—0
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling—0
Simplicial Complex Networks—0
Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression—0
Approximate Inference for Fully Bayesian Gaussian Process RegressionCode0
Randomly Projected Additive Gaussian Processes for RegressionCode0
Conditional Correlations and Principal Regression Analysis for Futures—0
Fast Generalized Matrix Regression with Applications in Machine Learning—0
Minimax Semiparametric Learning With Approximate Sparsity—0
One-Class Classification by Ensembles of Regression models -- a detailed studyCode0
W-PoseNet: Dense Correspondence Regularized Pixel Pair Pose Regression—0
Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost VolumeCode0
Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensionsCode0
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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