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regression

Papers

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Showing 801–825 of 9424 papers

TitleStatusHype
A Graph-Based Approach for Active Learning in Regression—0
Active Regression by Stratification—0
Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems—0
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning—0
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting—0
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning—0
A Riemannian gossip approach to subspace learning on Grassmann manifold—0
Agnostic Sample Compression Schemes for Regression—0
Active Output Selection Strategies for Multiple Learning Regression Models—0
Agnostic Proper Learning of Halfspaces under Gaussian Marginals—0
Agnostic PAC Learning of k-juntas Using L2-Polynomial Regression—0
Active Online Domain Adaptation—0
4-D Epanechnikov Mixture Regression in Light Field Image Compression—0
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms—0
Agnostic Learnability of Halfspaces via Logistic Loss—0
Active Online Learning with Hidden Shifting Domains—0
A Globally Convergent Estimator of the Parameters of the Classical Model of a Continuous Stirred Tank Reactor—0
A global approach for learning sparse Ising models—0
Active Nearest Neighbor Regression Through Delaunay Refinement—0
Accuracy Improvement in Differentially Private Logistic Regression: A Pre-training Approach—0
Quantile Regression using Random Forest Proximities—0
Agile Climate-Sensor Design and Calibration Algorithms Using Machine Learning: Experiments From Cape Point—0
Aggregation as Unsupervised Learning and its Evaluation—0
Accumulations of Projections--A Unified Framework for Random Sketches in Kernel Ridge Regression—0
Aggregating Data for Optimal and Private Learning—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