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regression

Papers

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Showing 6001–6050 of 9424 papers

TitleStatusHype
Sparse Recovery With Non-Linear Fourier Features—0
Average-case Acceleration Through Spectral Density Estimation—0
Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions—0
Structure-Property Maps with Kernel Principal Covariates Regression—0
Mathematical Foundations of Regression Methods for the approximation of the Forward Initial Margin—0
Testing Continuity of a Density via g-order statistics in the Regression Discontinuity Design—0
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data—0
Improved prediction of soil properties with Multi-target Stacked Generalisation on EDXRF spectra—0
Asymptotic errors for convex penalized linear regression beyond Gaussian matrices—0
Large Scale Tensor Regression using Kernels and Variational Inference—0
Distributed Learning with Dependent Samples—0
A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings—0
Stability and asymptotic analysis of the Föllmer-Schweizer decomposition on a finite probability space—0
Cyclic Boosting -- an explainable supervised machine learning algorithmCode1
Stochastic tree ensembles for regularized nonlinear regressionCode1
Logistic Regression Regret: What's the Catch?—0
Nonparametric Regression Quantum Neural Networks—0
Subsampling Winner Algorithm for Feature Selection in Large Regression Data—0
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural NetworksCode0
Conditional Deep Gaussian Processes: multi-fidelity kernel learningCode0
Robust Boosting for Regression ProblemsCode0
Interpolating Predictors in High-Dimensional Factor Regression—0
Mitigating Query-Flooding Parameter Duplication Attack on Regression Models with High-Dimensional Gaussian Mechanism—0
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation—0
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia—0
A Deterministic Streaming Sketch for Ridge RegressionCode0
Sharpe Ratio Analysis in High Dimensions: Residual-Based Nodewise Regression in Factor Models—0
Uncertainty Quantification for Bayesian Optimization—0
A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation—0
Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train NetworkCode1
Scoring Graspability based on Grasp Regression for Better Grasp Prediction—0
Linearly Constrained Gaussian Processes with Boundary Conditions—0
Overfitting Can Be Harmless for Basis Pursuit, But Only to a DegreeCode0
Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving—0
Stable Prediction with Model Misspecification and Agnostic Distribution Shift—0
A memory of motion for visual predictive control tasks—0
Learning Deep Analysis Dictionaries for Image Super-Resolution—0
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity AnalysisCode0
Statistical Tests and Confidential Intervals as Thresholds for Quantum Neural Networks—0
Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and Occlusion—0
A Graph-Based Approach for Active Learning in Regression—0
Kernel Selection for Modal Linear Regression: Optimal Kernel and IRLS Algorithm—0
Transport Gaussian Processes for Regression—0
An Upper Bound of the Bias of Nadaraya-Watson Kernel Regression under Lipschitz Assumptions—0
Maximum likelihood estimation and uncertainty quantification for Gaussian process approximation of deterministic functions—0
Blocked Clusterwise Regression—0
Bayesian Reasoning with Trained Neural Networks—0
Improving Generalizability of Fake News Detection Methods using Propensity Score MatchingCode1
A Review on Object Pose Recovery: from 3D Bounding Box Detectors to Full 6D Pose Estimators—0
Privacy-Preserving Gaussian Process Regression -- A Modular Approach to the Application of Homomorphic Encryption—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