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regression

Papers

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Showing 2901–2950 of 9424 papers

TitleStatusHype
Predicting housing prices and analyzing real estate market in the Chicago suburbs using Machine Learning—0
Differentially Private Bootstrap: New Privacy Analysis and Inference StrategiesCode0
A Momentum Accelerated Adaptive Cubic Regularization Method for Nonconvex Optimization—0
C-Mixup: Improving Generalization in RegressionCode1
Classification based credit risk analysis: The case of Lending Club—0
ACRNet: Attention Cube Regression Network for Multi-view Real-time 3D Human Pose Estimation in TelemedicineCode0
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspectiveCode0
Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression—0
Second-order regression models exhibit progressive sharpening to the edge of stability—0
Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics—0
Dynamic Tensor Product Regression—0
AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose RegressionCode1
A Tutorial on Asymptotic Properties for Biostatisticians with Applications to COVID-19 Data—0
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine InterfaceCode1
ProGReST: Prototypical Graph Regression Soft Trees for Molecular Property PredictionCode0
On estimating Armington elasticities for Japan's meat imports—0
Spiking neural networks for nonlinear regressionCode0
Probabilistic partition of unity networks for high-dimensional regression problems—0
Testing the Number of Components in Finite Mixture Normal Regression Model with Panel DataCode0
Model Reference Gaussian Process Regression: Data-Driven Output Feedback Controller—0
Learning from aggregated data with a maximum entropy modelCode1
Conformalized Fairness via Quantile RegressionCode0
Over-the-Air Gaussian Process Regression Based on Product of Experts—0
Convex and Nonconvex Sublinear Regression with Application to Data-driven Learning of Reach Sets—0
Regression-Based Elastic Metric Learning on Shape Spaces of Elastic CurvesCode0
Active Learning for Regression with Aggregated Outputs—0
Log-Linear-Time Gaussian Processes Using Binary Tree KernelsCode0
Rank-N-Contrast: Learning Continuous Representations for RegressionCode1
Factor-Augmented Regularized Model for Hazard Regression—0
Wetland Quality as a Determinant of Economic Value of Ecosystem Services: an Exploration—0
Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibrationCode0
CoVisPose: Co-Visibility Pose Transformer for Wide-Baseline Relative Pose Estimation in 360◦ Indoor Panoramas—0
The Curious Case of Logistic Regression for Italian Languages and Dialects IdentificationCode0
Noisy Label Regularisation for Textual RegressionCode0
Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction GenreCode0
Automated Essay Scoring via Pairwise Contrastive RegressionCode1
A high performance globally exponentially stable sensorless observer for the IPMSM: Theoretical and experimental results—0
Solar Power Time Series Forecasting Utilising Wavelet Coefficients—0
Primal-dual regression approach for Markov decision processes with general state and action space—0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
NLP-based classification of software tools for metagenomics sequencing data analysis into EDAM semantic annotationCode0
New Metric Formulas that Include Measurement Errors in Machine Learning for Natural Sciences—0
Shuffled linear regression through graduated convex relaxation—0
Mixture of experts models for multilevel data: modelling framework and approximation theory—0
Fast Inference for Quantile Regression with Tens of Millions of Observations—0
Statistical Learning and Inverse Problems: A Stochastic Gradient Approach—0
Label Noise Robustness of Conformal Prediction—0
Solar Flare Index Prediction Using SDO/HMI Vector Magnetic Data Products with Statistical and Machine Learning Methods—0
Shape-constrained Symbolic Regression with NSGA-III—0
Asynchronous and Error-prone Longitudinal Data Analysis via Functional CalibrationCode0
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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