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regression

Papers

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Showing 4051–4075 of 9424 papers

TitleStatusHype
Metric-valued regression—0
HARFE: Hard-Ridge Random Feature ExpansionCode0
A new similarity measure for covariate shift with applications to nonparametric regression—0
Machine Learning Models in Stock Market Prediction—0
Minimax Optimal Algorithms with Fixed-k-Nearest NeighborsCode0
Efficient Privacy Preserving Logistic Regression for Horizontally Distributed Data—0
Influence of different factors on survival of patients with colorectal cancer—0
Polynomial convergence of iterations of certain random operators in Hilbert space—0
Robust Linear Regression for General Feature Distribution—0
Maximum Likelihood Uncertainty Estimation: Robustness to OutliersCode0
A selective review of sufficient dimension reduction for multivariate response regression—0
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems—0
Communication Efficient Federated Learning for Generalized Linear Bandits—0
Fenrir: Physics-Enhanced Regression for Initial Value ProblemsCode0
VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering—0
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership InferenceCode0
Decoupled IoU Regression for Object Detection—0
Safe Screening for Logistic Regression with _0-_2 Regularization—0
Long-Horizon Return Predictability from Realized Volatility in Pure-Jump Point Processes—0
On Regularizing Coordinate-MLPs—0
Radio Map Estimation: A Data-Driven Approach to Spectrum Cartography—0
Agnostic Learnability of Halfspaces via Logistic Loss—0
Spectral image clustering on dual-energy CT scans using functional regression mixturesCode0
Improving Estimation Efficiency via Regression-Adjustment in Covariate-Adaptive Randomizations with Imperfect Compliance—0
Simple Calibration via Geodesic KernelsCode0
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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