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regression

Papers

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Showing 2476–2500 of 9424 papers

TitleStatusHype
Convolutional Neural Networks for Financial Text Regression—0
A sparse semismooth Newton based proximal majorization-minimization algorithm for nonconvex square-root-loss regression problems—0
A hidden process regression model for functional data description. Application to curve discrimination—0
Active-set algorithms based statistical inference for shape-restricted generalized additive Cox regression models—0
Active Linear Regression for _p Norms and Beyond—0
Convolutional neural network-based regression for depth prediction in digital holography—0
A sparse PAC-Bayesian approach for high-dimensional quantile prediction—0
Convolutional networks and learning invariant to homogeneous multiplicative scalings—0
A Sparse Gaussian Process Framework for Photometric Redshift Estimation—0
Agriculture Commodity Arrival Prediction using Remote Sensing Data: Insights and Beyond—0
Convolutional aggregation of local evidence for large pose face alignment—0
ConvNets with Smooth Adaptive Activation Functions for Regression—0
A Solver + Gradient Descent Training Algorithm for Deep Neural Networks—0
Convex Techniques for Model Selection—0
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes—0
A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content—0
A Grey-box Launch-profile Aware Model for C+L Band Raman Amplification—0
Active Regression with Adaptive Huber Loss—0
Convex Relaxation of Mixture Regression with Efficient Algorithms—0
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators—0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods—0
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity—0
Convex-constrained Sparse Additive Modeling and Its Extensions—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