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regression

Papers

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Showing 3876–3900 of 9424 papers

TitleStatusHype
Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression—0
Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization—0
Gradient Kernel Regression—0
Gradient Sparsification for Communication-Efficient Distributed Optimization—0
Gradient tree boosting with random output projections for multi-label classification and multi-output regression—0
Gradient Weights help Nonparametric Regressors—0
GradTail: Learning Long-Tailed Data Using Gradient-based Sample Weighting—0
Graph-based regularization for regression problems with alignment and highly-correlated designs—0
Constructing Gaussian Processes via Samplets—0
A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery—0
Graph convolutional networks for exploring authorship hypotheses—0
Deepfake Representation with Multilinear Regression—0
Graph convolutional regression of cardiac depolarization from sparse endocardial maps—0
Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking—0
Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models—0
Graph Enhanced High Dimensional Kernel Regression—0
Practical Contextual Bandits with Feedback Graphs—0
Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion—0
Adaptive Graph-based Generalized Regression Model for Unsupervised Feature Selection—0
Deep Evidential Uncertainty—0
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems—0
Contextual Bandits in Payment Processing: Non-uniform Exploration and Supervised Learning at Adyen—0
Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression—0
A Chaining Algorithm for Online Nonparametric Regression—0
HDNet: A Hierarchically Decoupled Network for Crowd Counting—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