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regression

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Showing 1301–1325 of 9424 papers

TitleStatusHype
Kernel-based retrieval models for hyperspectral image data optimized with Kernel Flows—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
Constructing Gaussian Processes via Samplets—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
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length—0
A Fundamental Accuracy--Robustness Trade-off in Regression and Classification—0
Quantum Algorithm for Sparse Online Learning with Truncated Gradient Descent—0
PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks—0
A Subsampling Based Neural Network for Spatial DataCode0
Randomly Assigned First Differences?—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
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Exploration—0
Interpretable Predictive Models for Healthcare via Rational Logistic Regression—0
Variable Selection in Convex Piecewise Linear Regression—0
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning—0
A Directional Rockafellar-Uryasev Regression—0
Ozone level forecasting in Mexico City with temporal features and interactions—0
Finite-sample performance of the maximum likelihood estimator in logistic regression—0
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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