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regression

Papers

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Showing 26–50 of 9424 papers

TitleStatusHype
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability—0
Meta Optimality for Demographic Parity Constrained Regression via Post-Processing—0
Optimizing Blood Transfusions and Predicting Shortages in Resource-Constrained Areas—0
Coefficient Shape Transfer Learning for Functional Linear Regression—0
Fidelity Isn't Accuracy: When Linearly Decodable Functions Fail to Match the Ground TruthCode0
An Interpretable Machine Learning Approach in Predicting Inflation Using Payments System Data: A Case Study of Indonesia—0
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods—0
Demystifying Spectral Feature Learning for Instrumental Variable Regression—0
Diffusion index forecasts under weaker loadings: PCA, ridge regression, and random projections—0
Robust Visual Localization via Semantic-Guided Multi-Scale Transformer—0
Improved Scaling Laws in Linear Regression via Data Reuse—0
Diffuse and Disperse: Image Generation with Representation Regularization—0
Nearness of Neighbors Attention for Regression in Supervised FinetuningCode0
The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks—0
Sparse Interpretable Deep Learning with LIES Networks for Symbolic RegressionCode0
Differentially Private Sparse Linear Regression with Heavy-tailed Responses—0
On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive RandomizationCode0
Membership Inference Attacks for Unseen Classes—0
When can in-context learning generalize out of task distribution?—0
Counterfactual reasoning: an analysis of in-context emergenceCode0
Structure-Aware Radar-Camera Depth Estimation—0
Distributional encoding for Gaussian process regression with qualitative inputs—0
Privacy Amplification Through Synthetic Data: Insights from Linear Regression—0
Latent Variable Autoregression with Exogenous Inputs—0
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience—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