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regression

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Showing 9351–9375 of 9424 papers

TitleStatusHype
A Family of Penalty Functions for Structured Sparsity—0
Exact learning curves for Gaussian process regression on large random graphs—0
Graph-Valued Regression—0
Adaptive Multi-Task Lasso: with Application to eQTL Detection—0
Discriminative Clustering by Regularized Information Maximization—0
Fast global convergence rates of gradient methods for high-dimensional statistical recovery—0
t-logistic regression—0
Penalized Principal Component Regression on Graphs for Analysis of Subnetworks—0
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression—0
Optimal learning rates for Kernel Conjugate Gradient regression—0
Multivariate Dyadic Regression Trees for Sparse Learning Problems—0
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference—0
Decomposing Isotonic Regression for Efficiently Solving Large Problems—0
Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation—0
Nuclear norm penalization and optimal rates for noisy low rank matrix completion—0
Bregman Distance to L1 Regularized Logistic Regression—0
Supervised Topic ModelsCode0
Structured output regression for detection with partial truncation—0
Kernels and learning curves for Gaussian process regression on random graphs—0
Nonparametric Greedy Algorithms for the Sparse Learning Problem—0
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity—0
Robust Nonparametric Regression with Metric-Space Valued Output—0
Directed Regression—0
Ensemble Nystrom Method—0
From PAC-Bayes Bounds to KL Regularization—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