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regression

Papers

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Showing 5151–5200 of 9424 papers

TitleStatusHype
A Bayesian-Symbolic Approach to Learning and Reasoning for Intuitive Physics—0
A framework for learned sparse sketches—0
Regression from Upper One-side Labeled Data—0
Knowledge distillation via softmax regression representation learning—0
Deep Repulsive Clustering of Ordered Data Based on Order-Identity Decomposition—0
Learning What Not to Model: Gaussian Process Regression with Negative Constraints—0
Three-quarter Sibling Regression for Denoising Observational Data—0
Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-ion Batteries—0
Boarding House Renting Price Prediction Using Deep Neural Network Regression on Mobile AppsCode0
Bosonic Random Walk Networks for Graph Learning—0
Approximate Post-Selective Inference for Regression with the Group LASSO—0
Breaking Ties: Regression Discontinuity Design Meets Market Design—0
An automatic procedure to determine groups of nonparametric regression curves—0
Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory—0
Bias-Aware Inference in Regularized Regression Models—0
Random Planted Forest: a directly interpretable tree ensembleCode0
Inference for Low-rank Tensors -- No Need to Debias—0
Twin Neural Network Regression—0
Synergy between Observation Systems Oceanic in Turbulent RegionsCode0
Generalized Quantile Loss for Deep Neural Networks—0
Multivariate Smoothing via the Fourier Integral Theorem and Fourier Kernel—0
Adaptive Graph-based Generalized Regression Model for Unsupervised Feature Selection—0
Ellipse Regression with Predicted Uncertainties for Accurate Multi-View 3D Object Estimation—0
A Tutorial on Sparse Gaussian Processes and Variational Inference—0
Using the Naive Bayes as a discriminative classifier—0
Modeling Insights from COVID-19 Incidence Data: Part II -- Why are compartment models so accurate?—0
Appearance-Invariant 6-DoF Visual Localization using Generative Adversarial Networks—0
Estimating The Effect Of Subscription based Streaming Services On The Demand For Game ConsolesCode0
Using vis-NIRS and Machine Learning methods to diagnose sugarcane soil chemical properties—0
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions—0
Wasserstein DropoutCode0
Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression—0
Gaussian Process Regression constrained by Boundary Value Problems—0
A Structure-Aware Method for Direct Pose Estimation—0
Do We Really Need Scene-specific Pose Encoders?—0
The COVID-19 pandemic: socioeconomic and health disparities—0
Predicting the Critical Number of Layers for Hierarchical Support Vector Regression—0
EMLight: Lighting Estimation via Spherical Distribution Approximation—0
SPlit: An Optimal Method for Data Splitting—0
Fundamental Limits and Tradeoffs in Invariant Representation Learning—0
(Decision and regression) tree ensemble based kernels for regression and classification—0
Reduced-Rank Tensor-on-Tensor Regression and Tensor-variate Analysis of Variance—0
Classification with Strategically Withheld DataCode0
Two-way Fixed Effects and Differences-in-Differences Estimators with Several Treatments—0
Relationship between brain injury criteria and brain strain across different types of head impacts can be different—0
Application of computer simulation results and machine learning in analysis of microwave radiothermometry data—0
Adversarially Robust Estimate and Risk Analysis in Linear Regression—0
Stochastic Compositional Gradient Descent under Compositional Constraints—0
Forward-backward kernel-based state and parameter estimation for linear systems of arbitrary order—0
NAPA: Neural Art Human Pose AmplifierCode0
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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