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regression

Papers

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Showing 7251–7300 of 9424 papers

TitleStatusHype
3D Human Body Reconstruction from a Single Image via Volumetric Regression—0
Tuning metaheuristics by sequential optimization of regression models—0
Near real-time enumeration of live and dead bacteria using a fibre-based spectroscopic device—0
Quantile Regression for Qualifying Match of GEFCom2017 Probabilistic Load Forecasting—0
Does Your Phone Know Your Touch?—0
Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology—0
Selective Refinement Network for High Performance Face DetectionCode0
Gaussian Process Regression for Binned Data—0
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity DesignsCode0
Stock price prediction using support vector regression on daily and up to the minute prices—0
A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face AlignmentCode0
Bi-box Regression for Pedestrian Detection and Occlusion Estimation—0
Deep Regression Tracking with Shrinkage LossCode0
Point-to-Point Regression PointNet for 3D Hand Pose Estimation—0
Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression—0
HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision—0
SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network—0
Linear regression analysis of template aging in iris biometrics—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
Symbolic regression based genetic approximations of the Colebrook equation for flow friction—0
Nonlinear regression based on a hybrid quantum computer—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
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problemsCode1
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
Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning—0
Deep Boosted Regression for MR to CT Synthesis—0
Predictive Image Regression for Longitudinal Studies with Missing Data—0
Learning Supervised Topic Models for Classification and Regression from Crowds—0
A study on speech enhancement using exponent-only floating point quantized neural network (EOFP-QNN)—0
A Projector-Based Approach to Quantifying Total and Excess Uncertainties for Sketched Linear Regression—0
Benchmarking Automatic Machine Learning FrameworksCode3
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
Optimal flow analysis, prediction and application—0
MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution—0
BooST: Boosting Smooth Trees for Partial Effect Estimation in Nonlinear Regressions—0
Data-driven polynomial chaos expansion for machine learning regression—0
Gradient and Newton Boosting for Classification and RegressionCode0
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression—0
Active Learning for Regression Using Greedy SamplingCode0
Belief likelihood function for generalised logistic regression—0
Optimal stopping via reinforced 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