SOTAVerified

regression

Papers

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Showing 201–250 of 9424 papers

TitleStatusHype
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
How Cyclic Acoustic Patterns Influence ASMR Perception: A Signal Processing Perspective—0
Sample-Optimal Private Regression in Polynomial Time—0
Forward Selection Fama-MacBeth Regression with Higher-Order Asset Pricing Factors—0
Estimating Unbounded Density Ratios: Applications in Error Control under Covariate Shift—0
Nonlinear Multiple Response Regression and Learning of Latent Spaces—0
Diffusion Counterfactuals for Image RegressorsCode0
Regression-Based Estimation of Causal Effects in the Presence of Selection Bias and Confounding—0
On the Robustness of Kernel Ridge Regression Using the Cauchy Loss Function—0
Scene-agnostic Pose Regression for Visual Localization—0
The Nonlinear Impact of Minimum Wage on Labor Employment in China—0
Interpretable Deep Regression Models with Interval-Censored Failure Time Data—0
Recover from Horcrux: A Spectrogram Augmentation Method for Cardiac Feature Monitoring from Radar Signal Components—0
Automatic Inference for Value-Added Regressions—0
Minimum Volume Conformal Sets for Multivariate RegressionCode1
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired ConstraintsCode0
Robust face recognition based on the wing loss and the _1 regularization—0
Simultaneous Inference Bands for AutocorrelationsCode0
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd CountingCode0
A novel gradient-based method for decision trees optimizing arbitrary differential loss functionsCode0
LightLoc: Learning Outdoor LiDAR Localization at Light SpeedCode2
A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics—0
Integrated Subset Selection and Bandwidth Estimation Algorithm for Geographically Weighted Regression—0
Learning to Solve Related Linear Systems—0
Spectral Unmixing Comparison with Sparse, Iterative and Mixed Integer Programming Models—0
Hyperspectral Unmixing using Iterative, Sparse and Ensambling Approaches for Large Spectral Libraries Applied to Soils and Minerals—0
Machine Learning Techniques for Multifactor Analysis of National Carbon Dioxide Emissions—0
GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose EstimationCode1
Nonlinear Bayesian Update via Ensemble Kernel Regression with Clustering and Subsampling—0
Linear to Neural Networks Regression: QSPR of Drugs via Degree-Distance Indices—0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes—0
A-SCoRe: Attention-based Scene Coordinate Regression for wide-ranging scenariosCode0
Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal predictionCode0
A Note on the Asymptotic Properties of the GLS Estimator in Multivariate Regression with Heteroskedastic and Autocorrelated Errors—0
Do you understand epistemic uncertainty? Think again! Rigorous frequentist epistemic uncertainty estimation in regression—0
Bayesian Kernel Regression for Functional Data—0
Treatment Effect Heterogeneity in Regression Discontinuity Designs—0
Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants—0
H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations—0
Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions—0
Functional Factor Regression with an Application to Electricity Price Curve ModelingCode0
Mixed-feature Logistic Regression Robust to Distribution ShiftsCode0
Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression—0
GBSVR: Granular Ball Support Vector Regression—0
Low-Rank Matrix Regression via Least-Angle Regression—0
PLRD: Partially Linear Regression Discontinuity Inference—0
Batch List-Decodable Linear Regression via Higher Moments—0
Parsing the Language of Expression: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors—0
Boundary Regression for Leitmotif Detection in Music Audio—0
Alligat0R: Pre-Training Through Co-Visibility Segmentation for Relative Camera Pose 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