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regression

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Showing 4701–4750 of 9424 papers

TitleStatusHype
Optimal Learning with Anisotropic Gaussian SVMs—0
Optimal link prediction with matrix logistic regression—0
Optimal lower bounds for logistic log-likelihoods—0
Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids—0
Optimally tackling covariate shift in RKHS-based nonparametric regression—0
Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications—0
Optimal Model Selection in RDD and Related Settings Using Placebo Zones—0
Optimal prediction for kernel-based semi-functional linear regression—0
Optimal Rate of Kernel Regression in Large Dimensions—0
Optimal Rates for Learning with Nyström Stochastic Gradient Methods—0
Optimal Rates for Spectral Algorithms with Least-Squares Regression over Hilbert Spaces—0
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms—0
Optimal rates of approximation by shallow ReLU^k neural networks and applications to nonparametric regression—0
Optimal Rates of Distributed Regression with Imperfect Kernels—0
Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions—0
Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces—0
Optimal Ratio for Data Splitting—0
Optimal Regularization Can Mitigate Double Descent—0
Optimal Robust Linear Regression in Nearly Linear Time—0
Optimal Sampling Density for Nonparametric Regression—0
Optimal Scoring for Unsupervised Learning—0
Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning—0
Optimal Sketching Bounds for Sparse Linear Regression—0
Optimal Sketching for Kronecker Product Regression and Low Rank Approximation—0
Optimal spanning tree reconstruction in symbolic regression—0
Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up—0
Optimal stopping via reinforced regression—0
Optimal subgroup selection—0
Optimal Subsampling Approaches for Large Sample Linear Regression—0
Optimal Subsampling for Large Sample Logistic Regression—0
Optimal Sub-sampling with Influence Functions—0
Optimal Subsampling with Influence Functions—0
Optimal Transport-based Conformal Prediction—0
Optimal Transport-Based Domain Adaptation for Rotated Linear Regression—0
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data—0
Optimal Unbiased Randomizers for Regression with Label Differential Privacy—0
Optimising HEP parameter fits via Monte Carlo weight derivative regression—0
Optimistic Rates: A Unifying Theory for Interpolation Learning and Regularization in Linear Regression—0
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables—0
Optimization for L1-Norm Error Fitting via Data Aggregation—0
Optimization Problems for Machine Learning: A Survey—0
Optimization of breeding program design through stochastic simulation with evolutionary algorithms—0
Optimization of Passive Chip Components Placement with Self-Alignment Effect for Advanced Surface Mounting Technology—0
Optimized Inference in Regression Kink Designs—0
Optimized Linear Imputation—0
Donor's Deferral and Return Behavior: Partial Identification from a Regression Discontinuity Design with Manipulation—0
Optimized Quality of Service prediction in FSO Links over South Africa using Ensemble Learning—0
Optimizing a Supervised Classifier for a Difficult Language Identification Problem—0
Optimizing Blood Transfusions and Predicting Shortages in Resource-Constrained Areas—0
Scoring Graspability based on Grasp Regression for Better Grasp Prediction—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