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regression

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Showing 2501–2525 of 9424 papers

TitleStatusHype
Auto-Evaluation with Few Labels through Post-hoc Regression—0
Differentiable Genetic Programming for High-dimensional Symbolic Regression—0
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression—0
Differentiable Optimal Adversaries for Learning Fair Representations—0
An Aggregation Method for Sparse Logistic Regression—0
Differentiable Programming for Piecewise Polynomial Functions—0
Adaptive Optimization for Prediction with Missing Data—0
Differential Analysis of Directed Networks—0
Differentially Private Bayesian Inference for Generalized Linear Models—0
Bank Card Usage Prediction Exploiting Geolocation Information—0
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images—0
An algebraic-geometric approach for linear regression without correspondences—0
Differentially Private _1-norm Linear Regression with Heavy-tailed Data—0
Barely Biased Learning for Gaussian Process Regression—0
Achieving Online Regression Performance of LSTMs with Simple RNNs—0
Differentially Private Gaussian Processes—0
Differentially Private Geodesic and Linear Regression—0
BART-based inference for Poisson processes—0
Differentially Private Iterative Screening Rules for Linear Regression—0
An Alternative Graphical Lasso Algorithm for Precision Matrices—0
Differentially Private Learning Beyond the Classical Dimensionality Regime—0
Differentially Private Linear Regression over Fully Decentralized Datasets—0
Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases—0
Differentially Private Log-Location-Scale Regression Using Functional Mechanism—0
Deep Neural Networks for Object Detection—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