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regression

Papers

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Showing 5601–5650 of 9424 papers

TitleStatusHype
Kernel Alignment Risk Estimator: Risk Prediction from Training Data—0
Robust Meta-learning for Mixed Linear Regression with Small Batches—0
Introduction to Machine Learning for Accelerator Physics—0
Image Response Regression via Deep Neural Networks—0
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants—0
BlazePose: On-device Real-time Body Pose trackingCode4
Real-Time Regression with Dividing Local Gaussian Processes—0
On the Inference of Soft Biometrics from Typing Patterns Collected in a Multi-device Environment—0
Deep Multimodal Transfer-Learned Regression in Data-Poor DomainsCode0
Selecting Diverse Models for Scientific Insight—0
Risk bounds when learning infinitely many response functions by ordinary linear regression—0
Provable Training Set Debugging for Linear Regression—0
AcED: Accurate and Edge-consistent Monocular Depth Estimation—0
Estimates on Learning Rates for Multi-Penalty Distribution Regression—0
Unified SVM Algorithm Based on LS-DC LossCode0
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges—0
Efficient Path Algorithms for Clustered Lasso and OSCAR—0
Least Squares Regression with Markovian Data: Fundamental Limits and Algorithms—0
Safety Verification of Unknown Dynamical Systems via Gaussian Process Regression—0
Balance is key: Private median splits yield high-utility random trees—0
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features—0
Sparse Gaussian Process Based On Hat Basis Functions—0
Adversarial Weighting for Domain Adaptation in RegressionCode1
Robust Locality-Aware Regression for Labeled Data Classification—0
Hyperbolic Neural Networks++Code1
Depth Uncertainty in Neural NetworksCode1
Nearly Linear Row Sampling Algorithm for Quantile Regression—0
Societal biases reinforcement through machine learning: A credit scoring perspective—0
Trends, Reversion, and Critical Phenomena in Financial Markets—0
Lateral land movement prediction from GNSS position time series in a machine learning aided algorithm—0
Learning Stable Nonparametric Dynamical Systems with Gaussian Process Regression—0
The Statistical Cost of Robust Kernel Hyperparameter Tuning—0
Autofocused oracles for model-based designCode0
A New Algorithm for Tessellated Kernel Learning—0
Modeling bike counts in a bike-sharing system considering the effect of weather conditions—0
Sample complexity and effective dimension for regression on manifolds—0
Horseshoe Prior Bayesian Quantile Regression—0
Active Online Domain Adaptation—0
Bayesian Additive Regression Trees with Model TreesCode1
Modeling bike availability in a bike-sharing system using machine learning—0
Implicit Bias of Gradient Descent for Mean Squared Error Regression with Two-Layer Wide Neural NetworksCode0
Double Double Descent: On Generalization Errors in Transfer Learning between Linear Regression Tasks—0
PAC-Bayes unleashed: generalisation bounds with unbounded losses—0
Fair Regression with Wasserstein Barycenters—0
Task-similarity Aware Meta-learning through Nonparametric Kernel Regression—0
Deep Transfer Learning with Ridge Regression—0
Active Sampling for Min-Max FairnessCode0
Weighted Lasso Estimates for Sparse Logistic Regression: Non-asymptotic Properties with Measurement Error—0
Symbolic Regression using Mixed-Integer Nonlinear Optimization—0
Learning a Unified Sample Weighting Network for Object DetectionCode1
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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