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regression

Papers

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Showing 6301–6350 of 9424 papers

TitleStatusHype
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide ImagesCode0
Deep Classification Network for Monocular Depth Estimation—0
Nested conformal prediction and quantile out-of-bag ensemble methodsCode0
Minimax Rate Optimal Adaptive Nearest Neighbor Classification and Regression—0
An Efficient and Effective Second-Order Training Algorithm for LSTM-based Adaptive LearningCode0
Toward estimating personal well-being using voice—0
Shallow Art: Art Extension Through Simple Machine Learning—0
Neighborhood and Graph Constructions using Non-Negative Kernel RegressionCode0
Safe-Bayesian Generalized Linear Regression—0
Tree-gated Deep Mixture-of-Experts For Pose-robust Face Alignment—0
A ν- support vector quantile regression model with automatic accuracy control—0
Improved error rates for sparse (group) learning with Lipschitz loss functions—0
Supporting Multi-point Fan Design with Dimension ReductionCode0
Evolutionary Dynamic Multi-objective Optimization Via Regression Transfer Learning—0
Adversarial Regression. Generative Adversarial Networks for Non-Linear Regression: Theory and AssessmentCode0
Robust modal regression with direct log-density derivative estimation—0
Gaussian Process Regression for Derivative Portfolio Modeling and Application to CVA Computations—0
A Stochastic Variance Reduced Nesterov's Accelerated Quasi-Newton Method—0
Parametric Gaussian Process Regressors—0
The Renyi Gaussian Process: Towards Improved Generalization—0
Learning Sample-Specific Models with Low-Rank Personalized RegressionCode0
Principal Component Projection and Regression in Nearly Linear Time through Asymmetric SVRG—0
First order expansion of convex regularized estimators—0
Sparse Reduced-Rank Regression for Simultaneous Rank and Variable Selection via Manifold OptimizationCode0
NLS: an accurate and yet easy-to-interpret regression methodCode0
Cephalometric Landmark Detection by Attentive Feature Pyramid Fusion and Regression-Voting—0
Panoptic-DeepLabCode0
Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses—0
Supervised feature selection with orthogonal regression and feature weighting—0
Electric Load and Power Forecasting Using Ensemble Gaussian Process Regression—0
Estimating regression errors without ground truth values—0
NGBoost: Natural Gradient Boosting for Probabilistic PredictionCode2
Self-Paced Deep Regression Forests for Facial Age Estimation—0
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples—0
Penalized regression via the restricted bridge estimator—0
Multi-Vehicle Interaction Scenarios Generation with Interpretable Traffic Primitives and Gaussian Process Regression—0
Deep Evidential RegressionCode1
Ridge Regression: Structure, Cross-Validation, and SketchingCode0
Predicting popularity of EV charging infrastructure from GIS data—0
On Tractable Computation of Expected PredictionsCode0
Variable Selection with Random Survival Forest and Bayesian Additive Regression Tree for Survival Data—0
Donor's Deferral and Return Behavior: Partial Identification from a Regression Discontinuity Design with Manipulation—0
Tensor-based algorithms for image classificationCode0
PINFER: Privacy-Preserving Inference for Machine Learning—0
Efficient Symmetric Norm Regression via Linear Sketching—0
Partial differential equation regularization for supervised machine learning—0
Robust Risk Minimization for Statistical LearningCode0
Harnessing the Power of Infinitely Wide Deep Nets on Small-data TasksCode0
Bounds for Approximate Regret-Matching Algorithms—0
Multi-subject MEG/EEG source imaging with sparse multi-task regression—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