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regression

Papers

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Showing 5751–5800 of 9424 papers

TitleStatusHype
Selecting Diverse Models for Scientific Insight—0
Estimates on Learning Rates for Multi-Penalty Distribution Regression—0
On the Inference of Soft Biometrics from Typing Patterns Collected in a Multi-device Environment—0
AcED: Accurate and Edge-consistent Monocular Depth Estimation—0
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges—0
Deep Multimodal Transfer-Learned Regression in Data-Poor DomainsCode0
Efficient Path Algorithms for Clustered Lasso and OSCAR—0
Least Squares Regression with Markovian Data: Fundamental Limits and Algorithms—0
Risk bounds when learning infinitely many response functions by ordinary linear regression—0
Unified SVM Algorithm Based on LS-DC LossCode0
Real-Time Regression with Dividing Local Gaussian Processes—0
Societal biases reinforcement through machine learning: A credit scoring perspective—0
Nearly Linear Row Sampling Algorithm for Quantile Regression—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
Robust Locality-Aware Regression for Labeled Data Classification—0
Sparse Gaussian Process Based On Hat Basis Functions—0
Trends, Reversion, and Critical Phenomena in Financial Markets—0
Autofocused oracles for model-based designCode0
The Statistical Cost of Robust Kernel Hyperparameter Tuning—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
Sample complexity and effective dimension for regression on manifolds—0
Modeling bike counts in a bike-sharing system considering the effect of weather conditions—0
A New Algorithm for Tessellated Kernel Learning—0
Horseshoe Prior Bayesian Quantile Regression—0
Fair Regression with Wasserstein Barycenters—0
PAC-Bayes unleashed: generalisation bounds with unbounded losses—0
Active Online Domain Adaptation—0
Implicit Bias of Gradient Descent for Mean Squared Error Regression with Two-Layer Wide Neural NetworksCode0
Modeling bike availability in a bike-sharing system using machine learning—0
Double Double Descent: On Generalization Errors in Transfer Learning between Linear Regression Tasks—0
Task-similarity Aware Meta-learning through Nonparametric Kernel Regression—0
Active Sampling for Min-Max FairnessCode0
Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization—0
Deep Transfer Learning with Ridge Regression—0
Weighted Lasso Estimates for Sparse Logistic Regression: Non-asymptotic Properties with Measurement Error—0
The Backbone Method for Ultra-High Dimensional Sparse Machine Learning—0
Asymptotics of Ridge (less) Regression under General Source Condition—0
Symbolic Regression using Mixed-Integer Nonlinear Optimization—0
Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric—0
Distribution Regression for Sequential Data—0
On the Optimal Weighted _2 Regularization in Overparameterized Linear Regression—0
Gaussian Gated Linear NetworksCode0
Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis—0
Deterministic Gaussian Averaged Neural NetworksCode0
On Coresets For Regularized RegressionCode0
Coresets for Near-Convex Functions—0
A Random Matrix Analysis of Random Fourier Features: Beyond the Gaussian Kernel, a Precise Phase Transition, and the Corresponding Double Descent—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