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regression

Papers

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Showing 551–575 of 9424 papers

TitleStatusHype
Constructing Gaussian Processes via Samplets—0
Optimized Quality of Service prediction in FSO Links over South Africa using Ensemble Learning—0
Learning Interpretable Network Dynamics via Universal Neural Symbolic Regression—0
UQ of 2D Slab Burner DNS: Surrogates, Uncertainty Propagation, and Parameter Calibration—0
Enforcing asymptotic behavior with DNNs for approximation and regression in finance—0
CRC-Assisted Channel Codes for Integrated Passive Sensing and Communications—0
Adversarial Robustness of In-Context Learning in Transformers for Linear Regression—0
Statistical-Computational Trade-offs for Recursive Adaptive Partitioning Estimators—0
Defending Deep Regression Models against Backdoor Attacks—0
A Fundamental Accuracy--Robustness Trade-off in Regression and Classification—0
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length—0
PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks—0
A Subsampling Based Neural Network for Spatial DataCode0
Quantum Algorithm for Sparse Online Learning with Truncated Gradient Descent—0
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Exploration—0
Randomly Assigned First Differences?—0
Interpretable Predictive Models for Healthcare via Rational Logistic Regression—0
Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression—0
Automatic doubly robust inference for linear functionals via calibrated debiased machine learningCode0
Ozone level forecasting in Mexico City with temporal features and interactions—0
Does Regression Produce Representative Causal Rankings?—0
A Directional Rockafellar-Uryasev Regression—0
Finite-sample performance of the maximum likelihood estimator in logistic regression—0
Boulder2Vec: Modeling Climber Performances in Professional Bouldering CompetitionsCode0
Variable Selection in Convex Piecewise Linear Regression—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