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regression

Papers

Showing 12761300 of 9424 papers

TitleStatusHype
Stochastic gradient descent for streaming linear and rectified linear systems with adversarial corruptions0
Beyond Beats: A Recipe to Song Popularity? A machine learning approach0
Substitute adjustment via recovery of latent variables0
Embedded Multi-label Feature Selection via Orthogonal Regression0
Prognostic Covariate Adjustment for Logistic Regression in Randomized Controlled Trials0
Adaptive Testing Environment Generation for Connected and Automated Vehicles with Dense Reinforcement Learning0
Machine learning for modular multiplication0
Dose Prediction Driven Radiotherapy Paramters Regression via Intra- and Inter-Relation Modeling0
MMSR: Symbolic Regression is a Multi-Modal Information Fusion TaskCode1
Material Microstructure Design Using VAE-Regression with Multimodal Prior0
syren-halofit: A fast, interpretable, high-precision formula for the ΛCDM nonlinear matter power spectrumCode1
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates0
Sparse Variational Contaminated Noise Gaussian Process Regression with Applications in Geomagnetic Perturbations Forecasting0
Fast Algorithms for Quantile Regression with Selection0
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent0
Valuing insurance against small probability risks: A meta-analysis0
Conformalized Selective Regression0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Frustratingly Simple Prompting-based Text Denoising0
Optimal Rates and Saturation for Noiseless Kernel Ridge Regression0
Inference for Regression with Variables Generated by AI or Machine Learning0
Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency0
Statistical Agnostic Regression: a machine learning method to validate regression models0
Lasso with Latents: Efficient Estimation, Covariate Rescaling, and Computational-Statistical Gaps0
Transformers are Expressive, But Are They Expressive Enough for Regression?Code0
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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