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regression

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Showing 7301–7350 of 9424 papers

TitleStatusHype
A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face AlignmentCode0
HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision—0
Deep Regression Tracking with Shrinkage LossCode0
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity DesignsCode0
Linear regression analysis of template aging in iris biometrics—0
SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network—0
Bi-box Regression for Pedestrian Detection and Occlusion Estimation—0
Point-to-Point Regression PointNet for 3D Hand Pose Estimation—0
Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression—0
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop SchedulingCode0
Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution OperatorCode0
Nonlinear regression based on a hybrid quantum computer—0
Symbolic regression based genetic approximations of the Colebrook equation for flow friction—0
DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model—0
Extracting Epistatic Interactions in Type 2 Diabetes Genome-Wide Data Using Stacked Autoencoder—0
Realizing quantum linear regression with auxiliary qumodes—0
Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors—0
Features of word similarity—0
Analysis of Network Lasso for Semi-Supervised Regression—0
Deep Boosted Regression for MR to CT Synthesis—0
Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning—0
Predictive Image Regression for Longitudinal Studies with Missing Data—0
A study on speech enhancement using exponent-only floating point quantized neural network (EOFP-QNN)—0
Learning Supervised Topic Models for Classification and Regression from Crowds—0
A Projector-Based Approach to Quantifying Total and Excess Uncertainties for Sketched Linear Regression—0
Occlusion Resistant Object Rotation Regression from Point Cloud Segments—0
Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization—0
Adaptive Sampling for Convex Regression—0
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity DesignsCode0
COLA: Decentralized Linear LearningCode0
MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution—0
Optimal flow analysis, prediction and application—0
BooST: Boosting Smooth Trees for Partial Effect Estimation in Nonlinear Regressions—0
Gradient and Newton Boosting for Classification and RegressionCode0
Data-driven polynomial chaos expansion for machine learning regression—0
Active Learning for Regression Using Greedy SamplingCode0
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression—0
Optimal stopping via reinforced regression—0
Belief likelihood function for generalised logistic regression—0
Structure Learning for Relational Logistic Regression: An Ensemble Approach—0
Unbiased Implicit Variational InferenceCode0
Early action prediction by soft regression—0
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds—0
Multi-Scale Supervised Network for Human Pose Estimation—0
Coverage Error Optimal Confidence Intervals for Local Polynomial RegressionCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
Robust Regression for Automatic Fusion Plasma Analysis based on Generative Modeling—0
Machine Learning of Space-Fractional Differential Equations—0
High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and rankingCode0
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class ImbalanceCode0
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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