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regression

Papers

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Showing 8501–8525 of 9424 papers

TitleStatusHype
Convergence of Two-Layer Regression with Nonlinear Units—0
Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery—0
Convergence rate of Bayesian tensor estimator: Optimal rate without restricted strong convexity—0
On the existence of the maximum likelihood estimate and convergence rate under gradient descent for multi-class logistic regression—0
Convergence Rates of Active Learning for Maximum Likelihood Estimation—0
Convergence rates of Kernel Conjugate Gradient for random design regression—0
Convergence rates of sub-sampled Newton methods—0
Convergent Fitted Value Iteration with Linear Function Approximation—0
Automated Cardiovascular Record Retrieval by Multimodal Learning between Electrocardiogram and Clinical Report—0
Convex and Nonconvex Sublinear Regression with Application to Data-driven Learning of Reach Sets—0
Convex block-sparse linear regression with expanders -- provably—0
Convex-constrained Sparse Additive Modeling and Its Extensions—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition—0
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators—0
Convex Relaxation of Mixture Regression with Efficient Algorithms—0
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes—0
Convex Techniques for Model Selection—0
ConvNets with Smooth Adaptive Activation Functions for Regression—0
Convolutional aggregation of local evidence for large pose face alignment—0
Convolutional networks and learning invariant to homogeneous multiplicative scalings—0
Convolutional neural network-based regression for depth prediction in digital holography—0
Convolutional Neural Networks for Financial Text Regression—0
Convolutional Neural Pyramid for Image Processing—0
Convolutional Regression for Visual Tracking—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