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regression

Papers

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Showing 801–825 of 9424 papers

TitleStatusHype
Conditional nonparametric variable screening by neural factor regression—0
Feature Selection from Differentially Private Correlations—0
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian SplattingCode2
Robust Regression with Ensembles Communicating over Noisy Channels—0
Effective Off-Policy Evaluation and Learning in Contextual Combinatorial Bandits—0
Sparse Regression for Discovery of Constitutive Models from Oscillatory Shear Measurements—0
Branch and Bound to Assess Stability of Regression Coefficients in Uncertain Models—0
Predicting path-dependent processes by deep learning—0
Deep Limit Model-free Prediction in Regression—0
Vanilla Gradient Descent for Oblique Decision TreesCode0
Gaussian Processes with Noisy Regression Inputs for Dynamical Systems—0
Revisiting the Many Instruments Problem using Random Matrix Theory—0
Predicting Lung Cancer Patient Prognosis with Large Language Models—0
Theoretical and Practical Progress in Hyperspectral Pixel Unmixing with Large Spectral Libraries from a Sparse Perspective—0
Operator Feature Neural Network for Symbolic Regression—0
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression—0
Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional AsymptoticsCode0
Operator Learning Using Random Features: A Tool for Scientific ComputingCode1
Change-Point Detection in Time Series Using Mixed Integer Programming—0
Correcting invalid regression discontinuity designs with multiple time period data—0
S-SIRUS: an explainability algorithm for spatial regression Random ForestCode0
fastkqr: A Fast Algorithm for Kernel Quantile Regression—0
Generalized Encouragement-Based Instrumental Variables for Counterfactual RegressionCode0
Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties—0
Towards aerodynamic surrogate modeling based on β-variational autoencodersCode0
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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