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regression

Papers

Showing 16711680 of 9424 papers

TitleStatusHype
An Efficient Approach to Regression Problems with Tensor Neural Networks0
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting0
Deep Sketched Output Kernel Regression for Structured PredictionCode0
Ridge interpolators in correlated factor regression models -- exact risk analysis0
Benign overfitting in Fixed Dimension via Physics-Informed Learning with Smooth Inductive Bias0
Flexible Heteroscedastic Count Regression with Deep Double Poisson NetworksCode0
Scaling Laws in Linear Regression: Compute, Parameters, and Data0
Noise-Aware Differentially Private Regression via Meta-LearningCode0
Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimality0
SR-Stereo & DAPE: Stepwise Regression and Pre-trained Edges for Practical Stereo MatchingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified