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regression

Papers

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Showing 2701–2725 of 9424 papers

TitleStatusHype
A Melting Pot of Evolution and Learning—0
Scalable Neural Symbolic Regression using Control Variables—0
GCT-TTE: Graph Convolutional Transformer for Travel Time EstimationCode0
Continual Learning in Linear Classification on Separable Data—0
Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis—0
Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation—0
Learning Search-Space Specific Heuristics Using Neural Networks—0
Parameter Estimation in Electrical Distribution Systems with limited Measurements using Regression Methods—0
Vehicle Dynamics Modeling for Autonomous Racing Using Gaussian Processes—0
Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression—0
Enhancing naive classifier for positive unlabeled data based on logistic regression approachCode0
Explaining AI in Finance: Past, Present, ProspectsCode0
Global universal approximation of functional input maps on weighted spacesCode0
Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks?—0
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations—0
On Feature Diversity in Energy-based Models—0
Atmospheric Influence on the Path Loss at High Frequencies for Deployment of 5G Cellular Communication Networks—0
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression TasksCode0
Sharded Bayesian Additive Regression Trees—0
StyleGAN knows Normal, Depth, Albedo, and More—0
Event-based Stereo Visual Odometry with Native Temporal Resolution via Continuous-time Gaussian Process Regression—0
Better Private Linear Regression Through Better Private Feature Selection—0
Inference in Predictive Quantile Regressions—0
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression—0
Information Fusion via Symbolic Regression: A Tutorial in the Context of Human Health—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