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regression

Papers

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Showing 4951–5000 of 9424 papers

TitleStatusHype
Gaussian Process Regression constrained by Boundary Value Problems—0
A Structure-Aware Method for Direct Pose Estimation—0
Improving Sample and Feature Selection with Principal Covariates RegressionCode1
Do We Really Need Scene-specific Pose Encoders?—0
Predicting the Critical Number of Layers for Hierarchical Support Vector Regression—0
EMLight: Lighting Estimation via Spherical Distribution Approximation—0
The COVID-19 pandemic: socioeconomic and health disparities—0
SPlit: An Optimal Method for Data Splitting—0
LieTransformer: Equivariant self-attention for Lie GroupsCode1
(Decision and regression) tree ensemble based kernels for regression and classification—0
Fundamental Limits and Tradeoffs in Invariant Representation Learning—0
Two-way Fixed Effects and Differences-in-Differences Estimators with Several Treatments—0
Adversarially Robust Estimate and Risk Analysis in Linear Regression—0
Classification with Strategically Withheld DataCode0
Application of computer simulation results and machine learning in analysis of microwave radiothermometry data—0
Reduced-Rank Tensor-on-Tensor Regression and Tensor-variate Analysis of Variance—0
Relationship between brain injury criteria and brain strain across different types of head impacts can be different—0
Stochastic Compositional Gradient Descent under Compositional Constraints—0
Forward-backward kernel-based state and parameter estimation for linear systems of arbitrary order—0
Chernoff Sampling for Active Testing and Extension to Active Regression—0
NAPA: Neural Art Human Pose AmplifierCode0
A t-SNE Based Classification Approach to Compositional Microbiome Data—0
Feature Selection for Learning to Predict Outcomes of Compute Cluster Jobs with Application to Decision Support—0
Noisy Linear Convergence of Stochastic Gradient Descent for CV@R Statistical Learning under Polyak-Łojasiewicz Conditions—0
Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical ImagesCode1
Outlier-robust sparse/low-rank least-squares regression and robust matrix completionCode0
Learning Symbolic Expressions via Gumbel-Max Equation Learner Networks—0
A random shuffle method to expand a narrow dataset and overcome the associated challenges in a clinical study: a heart failure cohort exampleCode0
Yelp Review Rating Prediction: Machine Learning and Deep Learning ModelsCode1
Synergistic Integration of Optical and Microwave Satellite Data for Crop Yield Estimation—0
Structured learning of rigid-body dynamics: A survey and unified view from a robotics perspective—0
Autoencoding Slow Representations for Semi-supervised Data Efficient Regression—0
Nonlinear Regression with a Convolutional Encoder-Decoder for Remote Monitoring of Surface Electrocardiograms—0
Stochastic Damped L-BFGS with Controlled Norm of the Hessian Approximation—0
3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review—0
Improving healthcare access management by predicting patient no-show behaviourCode0
Vision-based Price Suggestion for Online Second-hand Items—0
Price Suggestion for Online Second-hand Items with Texts and Images—0
Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques—0
Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference—0
Human Detection and Segmentation via Multi-view ConsensusCode1
Consistent regression of biophysical parameters with kernel methods—0
Spatial noise-aware temperature retrieval from infrared sounder data—0
Robust Facial Landmark Detection by Multi-order Multi-constraint Deep NetworksCode1
Insurance valuation: A two-step generalised regression approach—0
Estimation of the Mean Function of Functional Data via Deep Neural Networks—0
Study on the Assessment of the Quality of Experience of Streaming VideoCode0
Dynamic Anchor Learning for Arbitrary-Oriented Object DetectionCode1
On the existence of the maximum likelihood estimate and convergence rate under gradient descent for multi-class logistic regression—0
Accurate 3D Object Detection using Energy-Based ModelsCode1
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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