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regression

Papers

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Showing 3801–3825 of 9424 papers

TitleStatusHype
Geolocation with Attention-Based Multitask Learning Models—0
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks—0
Geometric descent method for convex composite minimization—0
Geometric Inference for General High-Dimensional Linear Inverse Problems—0
A Lottery-Demand-Based Explanation of the Beta Anomaly—0
Geometric Losses for Distributional Learning—0
Conformal Prediction Intervals for Markov Decision Process Trajectories—0
Geometry-Aware Hierarchical Bayesian Learning on Manifolds—0
Active Learning of Linear Embeddings for Gaussian Processes—0
Is Ordered Weighted _1 Regularized Regression Robust to Adversarial Perturbation? A Case Study on OSCAR—0
Geometry-Aware Scene Text Detection With Instance Transformation Network—0
Label Noise Robustness of Conformal Prediction—0
Are screening methods useful in feature selection? An empirical study—0
ISR: Invertible Symbolic Regression—0
Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression—0
Gravitational wave surrogates through automated machine learning—0
Deep Generative Quantile-Copula Models for Probabilistic Forecasting—0
Are Self-Driving Cars Secure? Evasion Attacks against Deep Neural Networks for Steering Angle Prediction—0
Attribute Efficient Linear Regression with Data-Dependent Sampling—0
Glioma Grade Prediction Using Wavelet Scattering-Based Radiomics—0
Distribution-Independent Regression for Generalized Linear Models with Oblivious Corruptions—0
Deep Gaussian Processes for Regression using Approximate Expectation Propagation—0
Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression—0
Global Convergence of Federated Learning for Mixed Regression—0
Deep filter bank regression for super-resolution of anisotropic MR brain images—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