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regression

Papers

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Showing 6401–6450 of 9424 papers

TitleStatusHype
Estimating regression errors without ground truth values—0
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples—0
Multi-Vehicle Interaction Scenarios Generation with Interpretable Traffic Primitives and Gaussian Process Regression—0
Self-Paced Deep Regression Forests for Facial Age Estimation—0
Penalized regression via the restricted bridge estimator—0
Ridge Regression: Structure, Cross-Validation, and SketchingCode0
Predicting popularity of EV charging infrastructure from GIS data—0
On Tractable Computation of Expected PredictionsCode0
Tensor-based algorithms for image classificationCode0
PINFER: Privacy-Preserving Inference for Machine Learning—0
Efficient Symmetric Norm Regression via Linear Sketching—0
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
Multi-subject MEG/EEG source imaging with sparse multi-task regression—0
Harnessing the Power of Infinitely Wide Deep Nets on Small-data TasksCode0
Robust Risk Minimization for Statistical LearningCode0
Partial differential equation regularization for supervised machine learning—0
Bounds for Approximate Regret-Matching Algorithms—0
A Pseudo-Likelihood Approach to Linear Regression with Partially Shuffled Data—0
Automatic Group Cohesiveness Detection With Multi-modal Features—0
Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization—0
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
Hierarchical Shot DetectorCode0
Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds—0
WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object DetectionCode0
Probabilistic Deep Ordinal Regression Based on Gaussian Processes—0
Order-Independent Structure Learning of Multivariate Regression Chain GraphsCode0
Deep learning at scale for subgrid modeling in turbulent flows—0
CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization—0
Sensor Fusion: Gated Recurrent Fusion to Learn Driving Behavior from Temporal Multimodal Data—0
Tutorial on Implied Posterior Probability for SVMs—0
Rejoinder on: Minimal penalties and the slope heuristics: a survey—0
Optimal Sketching for Kronecker Product Regression and Low Rank Approximation—0
Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate—0
A New Covariance Estimator for Sufficient Dimension Reduction in High-Dimensional and Undersized Sample Problems—0
Regression Planning NetworksCode0
epBRM: Improving a Quality of 3D Object Detection using End Point Box Regression Module—0
Distance Estimation Methods for a Practical Macroscale Molecular Communication SystemCode0
Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions—0
Total Least Squares Regression in Input Sparsity TimeCode0
Function Follows Form: Regression from Complete Thoracic Computed Tomography Scans—0
Expert2Coder: Capturing Divergent Brain Regions Using Mixture of Regression Experts—0
Enhancing Model Interpretability and Accuracy for Disease Progression Prediction via Phenotype-Based Patient Similarity Learning—0
Few-Shot Regression via Learning Sparsifying Basis Functions—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
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)—0
Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood MatchingCode0
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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