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regression

Papers

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Showing 7401–7450 of 9424 papers

TitleStatusHype
Robust inference on the average treatment effect using the outcome highly adaptive lasso—0
Comparison-Based Random Forests—0
Incremental Sparse Bayesian Ordinal RegressionCode0
Subspace Embedding and Linear Regression with Orlicz Norm—0
On the Relationship between Data Efficiency and Error for Uncertainty SamplingCode0
Unsupervised Training for 3D Morphable Model RegressionCode1
On the exact minimization of saturated loss functions for robust regression and subspace estimation—0
Implicit Quantile Networks for Distributional Reinforcement LearningCode0
Autoregressive Quantile Networks for Generative ModelingCode0
Efficient sampling for Gaussian linear regression with arbitrary priors—0
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression NetworkCode0
Polynomial Regression As an Alternative to Neural NetsCode0
End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN—0
Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate—0
Improving Regression Performance with Distributional Losses—0
A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs—0
A Preliminary Exploration of Floating Point Grammatical Evolution—0
Deterministic Stretchy Regression—0
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation—0
The Well Tempered Lasso—0
Machine learning-based colon deformation estimation method for colonoscope tracking—0
Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information—0
Kernel Machines With Missing Responses—0
Estimating Train Delays in a Large Rail Network Using a Zero Shot Markov ModelCode0
GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine—0
Conditional Linear RegressionCode0
Reverse iterative volume sampling for linear regression—0
Adversarial Regression with Multiple LearnersCode0
Deep Ordinal Regression Network for Monocular Depth EstimationCode1
Pathwise Derivatives Beyond the Reparameterization TrickCode0
GuideR: a guided separate-and-conquer rule learning in classification, regression, and survival settingsCode0
Quasi-Experimental Shift-Share Research Designs—0
Data-driven Localization and Estimation of Disturbance in the Interconnected Power System—0
Deep Multi-Structural Shape Analysis: Application to Neuroanatomy—0
Deep Graphs—0
Normative Modeling of Neuroimaging Data using Scalable Multi-Task Gaussian Processes—0
Structural Learning of Multivariate Regression Chain Graphs via Decomposition—0
Analysis of regularized Nyström subsampling for regression functions of low smoothness—0
Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process RegressionCode0
Variable Selection for Nonparametric Learning with Power Series Kernels—0
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit—0
Direct Shape Regression Networks for End-to-End Face Alignment—0
Geometry-Aware Scene Text Detection With Instance Transformation Network—0
Wrapped Gaussian Process Regression on Riemannian Manifolds—0
Hand PointNet: 3D Hand Pose Estimation Using Point SetsCode1
Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation—0
A Constrained Deep Neural Network for Ordinal Regression—0
Deep Factorization Machines for Knowledge TracingCode0
Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP)—0
Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task—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