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regression

Papers

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Showing 5801–5825 of 9424 papers

TitleStatusHype
Survival regression with accelerated failure time model in XGBoostCode0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
Learning Constrained Dynamics with Gauss' Principle adhering Gaussian ProcessesCode0
Motion Prediction using Trajectory Sets and Self-Driving Domain KnowledgeCode0
Unstructured Road Vanishing Point Detection Using the Convolutional Neural Network and Heatmap Regression—0
Parameter Optimization for Learning-based Control of Control-Affine Systems—0
Double Descent Risk and Volume Saturation Effects: A Geometric Perspective—0
L1-GP: L1 Adaptive Control with Bayesian Learning—0
Sparse learning with CART—0
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds—0
Frank-Wolfe optimization for deep networks—0
A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series—0
The Expected Jacobian Outerproduct: Theory and Empirics—0
Triple descent and the two kinds of overfitting: Where & why do they appear?Code0
Learning from Non-Random Data in Hilbert Spaces: An Optimal Recovery Perspective—0
On the Minimax Optimality of the EM Algorithm for Learning Two-Component Mixed Linear Regression—0
Height estimation from single aerial images using a deep ordinal regression network—0
Median regression with differential privacy—0
Bayesian Neural Network via Stochastic Gradient Descent—0
Inject Machine Learning into Significance Test for Misspecified Linear Models—0
A New Look to Three-Factor Fama-French Regression Model using Sample Innovations—0
Autonomous Materials Discovery Driven by Gaussian Process Regression with Inhomogeneous Measurement Noise and Anisotropic Kernels—0
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators—0
On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression EstimatorsCode0
Hybrid Learning Aided Inactive Constraints Filtering Algorithm to Enhance AC OPF Solution Time—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