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regression

Papers

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Showing 6351–6400 of 9424 papers

TitleStatusHype
A Pseudo-Likelihood Approach to Linear Regression with Partially Shuffled Data—0
Automatic Group Cohesiveness Detection With Multi-modal Features—0
Hierarchical Shot DetectorCode0
WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object DetectionCode0
Instance-Level Future Motion Estimation in a Single Image Based on Ordinal Regression—0
DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression NetworksCode0
CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization—0
Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds—0
Probabilistic Deep Ordinal Regression Based on Gaussian Processes—0
Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization—0
Deep learning at scale for subgrid modeling in turbulent flows—0
Order-Independent Structure Learning of Multivariate Regression Chain GraphsCode0
Sensor Fusion: Gated Recurrent Fusion to Learn Driving Behavior from Temporal Multimodal Data—0
Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement LearningCode1
Rejoinder on: Minimal penalties and the slope heuristics: a survey—0
Tutorial on Implied Posterior Probability for SVMs—0
PolarMask: Single Shot Instance Segmentation with Polar RepresentationCode1
Optimal Sketching for Kronecker Product Regression and Low Rank Approximation—0
Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate—0
Regression Planning NetworksCode0
A New Covariance Estimator for Sufficient Dimension Reduction in High-Dimensional and Undersized Sample Problems—0
Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions—0
Distance Estimation Methods for a Practical Macroscale Molecular Communication SystemCode0
epBRM: Improving a Quality of 3D Object Detection using End Point Box Regression Module—0
Total Least Squares Regression in Input Sparsity TimeCode0
Expert2Coder: Capturing Divergent Brain Regions Using Mixture of Regression Experts—0
Function Follows Form: Regression from Complete Thoracic Computed Tomography Scans—0
Energy-Based Models for Deep Probabilistic RegressionCode1
Enhancing Model Interpretability and Accuracy for Disease Progression Prediction via Phenotype-Based Patient Similarity Learning—0
Measuring causal influence with back-to-back regression: the linear case—0
Measuring Numerical Common Sense: Is A Word Embedding Approach Effective?—0
Neural Network Out-of-Distribution Detection for Regression Tasks—0
Attentive Sequential Neural Processes—0
Semi-supervised Pose Estimation with Geometric Latent Representations—0
Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood MatchingCode0
Advantage Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning—0
Neural Non-additive Utility Aggregation—0
Meta-Learning for Variational Inference—0
Deep symbolic regression—0
When Covariate-shifted Data Augmentation Increases Test Error And How to Fix It—0
Deep Evidential Uncertainty—0
Few-Shot Regression via Learning Sparsifying Basis Functions—0
A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed—0
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)—0
Haar Graph PoolingCode0
Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative AnalysisCode0
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks—0
Specification Testing in Nonparametric Instrumental Quantile Regression—0
Tuning parameter calibration for prediction in personalized medicineCode0
Large Scale Joint Semantic Re-Localisation and Scene Understanding via Globally Unique Instance Coordinate 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