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regression

Papers

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Showing 1351–1400 of 9424 papers

TitleStatusHype
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System—0
Towards a Systematic Approach to Design New Ensemble Learning AlgorithmsCode0
A Functional Analysis Approach to Symbolic Regression—0
POTEC: Off-Policy Learning for Large Action Spaces via Two-Stage Policy Decomposition—0
Comparison of machine learning and statistical approaches for digital elevation model (DEM) correction: interim results—0
Implicit Bias and Fast Convergence Rates for Self-attention—0
Gradient Aligned Regression via Pairwise LossesCode1
An Ordinal Regression Framework for a Deep Learning Based Severity Assessment for Chest RadiographsCode0
Nonparametric Instrumental Variable Regression through Stochastic Approximate GradientsCode0
A comparative study on feature selection for a risk prediction model for colorectal cancer—0
Sym-Q: Adaptive Symbolic Regression via Sequential Decision-MakingCode1
Riemann-Lebesgue Forest for Regression—0
Asymptotic Dynamics of Alternating Minimization for Bilinear Regression—0
NeRCC: Nested-Regression Coded Computing for Resilient Distributed Prediction Serving Systems—0
Multi-View Symbolic RegressionCode1
Fast Online Changepoint Detection—0
Multilinear Kernel Regression and Imputation via Manifold Learning—0
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernelsCode0
An Optimal House Price Prediction Algorithm: XGBoost—0
Bayesian Federated Inference for regression models based on non-shared multicenter data sets from heterogeneous populations—0
Whom to Trust? Elective Learning for Distributed Gaussian Process Regression—0
A flexible Bayesian g-formula for causal survival analyses with time-dependent confoundingCode0
A Fast Method for Lasso and Logistic Lasso—0
Unifying Generation and Prediction on Graphs with Latent Graph DiffusionCode1
The Developmental Landscape of In-Context Learning—0
Query-decision Regression between Shortest Path and Minimum Steiner TreeCode0
One-inflated zero-truncated Poisson and negative binomial regression models—0
Data-Driven Prediction of Seismic Intensity Distributions Featuring Hybrid Classification-Regression ModelsCode0
Association between dietary inflammatory index and Stroke in the US population: evidence from NHANES 1999–2018—0
Parameter uncertainties for imperfect surrogate models in the low-noise regimeCode1
Direct side information learning for zero-shot regressionCode0
Target inductive methods for zero-shot regressionCode0
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection—0
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum—0
Adaptive Optimization for Prediction with Missing Data—0
The Information of Large Language Model Geometry—0
On the design-dependent suboptimality of the LassoCode0
Quantum-Assisted Hilbert-Space Gaussian Process RegressionCode0
Spectrally Transformed Kernel Regression—0
Vertical Symbolic Regression via Deep Policy GradientCode0
Multitask methods for predicting molecular properties from heterogeneous data—0
Device-free Indoor WLAN Localization with Distributed Antenna Placement Optimization and Spatially Localized Regression—0
An Experiment on Feature Selection using Logistic Regression—0
A Spectral Library and Method for Sparse Unmixing of Hyperspectral Images in Fluorescence Guided Resection of Brain TumorsCode0
Superiority of Multi-Head Attention in In-Context Linear Regression—0
Personalized Differential Privacy for Ridge RegressionCode0
Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference—0
HawkEye: Advancing Robust Regression with Bounded, Smooth, and Insensitive Loss Function—0
Multiple Yield Curve Modeling and Forecasting using Deep Learning—0
MT-HCCAR: Multi-Task Deep Learning with Hierarchical Classification and Attention-based Regression for Cloud Property RetrievalCode0
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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