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regression

Papers

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Showing 3926–3950 of 9424 papers

TitleStatusHype
Generating Realistic Natural Language Counterfactuals—0
Dynamics of Local Elasticity During Training of Neural NetsCode0
Learning Eye-in-Hand Camera Calibration from a Single Image—0
Nonparametric Cointegrating Regression Functions with Endogeneity and Semi-Long Memory—0
PDE-READ: Human-readable Partial Differential Equation Discovery using Deep LearningCode1
Feature Aggregation and Refinement Network for 2D AnatomicalLandmark DetectionCode1
Efficient, Anytime Algorithms for Calibration with Isotonic Regression under Strictly Convex Losses—0
Geometry-Aware Hierarchical Bayesian Learning on Manifolds—0
Differentiable Tracking-Based Training of Deep Learning Sound Source LocalizersCode1
High-dimensional multi-trait GWAS by reverse prediction of genotypesCode0
Comparing Machine Learning-Centered Approaches for Forecasting Language Patterns During Frustration in Early Childhood—0
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation—0
Symbolic Regression via Neural-Guided Genetic Programming Population SeedingCode1
Optimal prediction for kernel-based semi-functional linear regression—0
Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC—0
Selective Regression Under Fairness CriteriaCode0
Aggregation as Unsupervised Learning and its Evaluation—0
Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction—0
Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks—0
Validating Gaussian Process Models with Simulation-Based Calibration—0
Spectrahedral Regression—0
Nearest neighbor empirical processes—0
Fuzzy Generative Adversarial Networks—0
Scalable Bayesian Network Structure Learning with Splines—0
Polynomial-Spline Neural Networks with Exact Integrals—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