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regression

Papers

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Showing 1876–1900 of 9424 papers

TitleStatusHype
Six Lectures on Linearized Neural Networks—0
Efficient Epistemic Uncertainty Estimation in Regression Ensemble Models Using Pairwise-Distance Estimators—0
An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression—0
Predicting Drug Solubility Using Different Machine Learning Methods -- Linear Regression Model with Extracted Chemical Features vs Graph Convolutional Neural Network—0
Approximating Score-based Explanation Techniques Using Conformal Regression—0
Finding the Perfect Fit: Applying Regression Models to ClimateBench v1.0Code0
How to Protect Copyright Data in Optimization of Large Language Models?Code0
Extended Linear Regression: A Kalman Filter Approach for Minimizing Loss via Area Under the Curve—0
Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform—0
Coarse-to-Fine Multi-Scene Pose Regression with TransformersCode0
Tensor RegressionCode1
EM for Mixture of Linear Regression with Clustered Data—0
SRFormer: Text Detection Transformer with Incorporated Segmentation and RegressionCode2
Deep Evidential Learning for Bayesian Quantile Regression—0
A step towards understanding why classification helps regressionCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price PredictionCode1
Defending Label Inference Attacks in Split Learning under Regression Setting—0
Privacy-Preserving 3-Layer Neural Network Training—0
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
HyperLoRA for PDEs—0
Polynomial Bounds for Learning Noisy Optical Physical Unclonable Functions and Connections to Learning With Errors—0
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on RegressionCode0
Linear Regression with Weak Exogeneity—0
Estimating fire Duration using regression methods—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