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regression

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Showing 2201–2250 of 9424 papers

TitleStatusHype
Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object PoseCode0
The noise level in linear regression with dependent data—0
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems—0
Towards Robust Probabilistic Modeling on SO(3) via Rotation Laplace Distribution—0
Nowcasting with signature methodsCode1
Sparsity-depth Tradeoff in Infinitely Wide Deep Neural Networks—0
Active Learning in Symbolic Regression with Physical Constraints—0
On Consistency of Signature Using Lasso—0
Two-Stream Regression Network for Dental Implant Position Prediction—0
Conditional variational autoencoder with Gaussian process regression recognition for parametric models—0
Errors-in-variables Fréchet Regression with Low-rank Covariate Approximation—0
A Comparative Study of Methods for Estimating Conditional Shapley Values and When to Use Them—0
Transfer Learning for Causal Effect Estimation—0
PIQI: Perceptual Image Quality Index based on Ensemble of Gaussian Process Regression—0
The Effectiveness of a Dynamic Loss Function in Neural Network Based Automated Essay Scoring—0
Building Energy Efficiency through Advanced Regression Models and Metaheuristic Techniques for Sustainable Management—0
Covariate-distance Weighted Regression (CWR): A Case Study for Estimation of House Prices—0
Template-Based Piecewise Affine Regression—0
Designing Discontinuities—0
To transfer or not transfer: Unified transferability metric and analysis—0
On the Optimality of Misspecified Kernel Ridge Regression—0
Expertise-based Weighting for Regression Models with Noisy Labels—0
Reduced Label Complexity For Tight _2 Regression—0
Versatile audio-visual learning for emotion recognition—0
Position Bias Estimation with Item Embedding for Sparse Dataset—0
Computationally Efficient and Statistically Optimal Robust High-Dimensional Linear Regression—0
When a CBR in Hand is Better than Twins in the Bush—0
Real-time instance segmentation with polygons using an Intersection-over-Union lossCode0
Integrating Holistic and Local Information to Estimate Emotional Reaction IntensityCode0
UQ for Credit Risk Management: A deep evidence regression approachCode0
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A TutorialCode1
A Generalized Framework for Predictive Clustering and Optimization—0
Neural Voting Field for Camera-Space 3D Hand Pose Estimation—0
Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization—0
Robust Image Ordinal Regression with Controllable Image GenerationCode0
Symbolic Regression on FPGAs for Fast Machine Learning Inference—0
Twin support vector quantile regression—0
Weighted Point Cloud Normal Estimation—0
HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer—0
Carbon Price Forecasting with Quantile Regression and Feature Selection—0
Optimizing Hyperparameters with Conformal Quantile RegressionCode1
On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains—0
Semisupervised regression in latent structure networks on unknown manifolds—0
Explore the difficulty of words and its influential attributes based on the Wordle game—0
fairml: A Statistician's Take on Fair Machine Learning Modelling—0
Interpretable Machine Learning for Science with PySR and SymbolicRegression.jlCode2
Hybrid model for Single-Stage Multi-Person Pose Estimation—0
Single-model uncertainty quantification in neural network potentials does not consistently outperform model ensemblesCode0
Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression—0
A Model-Based Approach for Flight Delay Prediction—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