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regression

Papers

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Showing 3376–3400 of 9424 papers

TitleStatusHype
Estimation, Confidence Intervals, and Large-Scale Hypotheses Testing for High-Dimensional Mixed Linear Regression—0
Can we achieve robustness from data alone?—0
Fast Function to Function Regression—0
An Introductory Guide to Fano's Inequality with Applications in Statistical Estimation—0
Estimation and Validation of Ratio-based Conditional Average Treatment Effects Using Observational Data—0
Fast Generalized Matrix Regression with Applications in Machine Learning—0
Fast geometric trim fitting using partial incremental sorting and accumulation—0
Estimation and Inference with Trees and Forests in High Dimensions—0
Fast gradient descent for drifting least squares regression, with application to bandits—0
Fast Graph Neural Tangent Kernel via Kronecker Sketching—0
Fast Image Super-Resolution Based on In-Place Example Regression—0
Estimation and Inference in Boundary Discontinuity Designs—0
Estimation and Inference by Stochastic Optimization: Three Examples—0
An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction—0
Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows—0
Estimation and Applications of Quantile Regression for Binary Longitudinal Data—0
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case—0
Estimation Algorithm Non-Stationary Frequency of the Sinusoidal Signal—0
Can LLM Generate Regression Tests for Software Commits?—0
Estimating vector fields using sparse basis field expansions—0
Estimating Unbounded Density Ratios: Applications in Error Control under Covariate Shift—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Fast methods for training Gaussian processes on large data sets—0
An interpretation of the Brownian bridge as a physics-informed prior for the Poisson equation—0
A data-based comparative review and AI-driven symbolic model for longitudinal dispersion coefficient in natural streams—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