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regression

Papers

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Showing 1701–1750 of 9424 papers

TitleStatusHype
Feature selection and regression methods for stock price prediction using technical indicators—0
Inference with Mondrian Random Forests—0
Applying Bayesian Ridge Regression AI Modeling in Virus Severity Prediction—0
Smoothed instrumental variables quantile regression—0
Estimating Individual Responses when Tomorrow Matters—0
Statistical guarantees for stochastic Metropolis-HastingsCode0
Uncertainty Quantification using Generative Approach—0
Target Variable Engineering—0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
Towards a Unified Analysis of Kernel-based Methods Under Covariate ShiftCode0
Real-time Prediction of the Great Recession and the Covid-19 Recession—0
HeightFormer: A Multilevel Interaction and Image-adaptive Classification-regression Network for Monocular Height Estimation with Aerial Images—0
Divorce Prediction with Machine Learning: Insights and LIME Interpretability—0
A Benchmarking Protocol for SAR Colorization: From Regression to Deep Learning Approaches—0
Conformal inference for regression on Riemannian Manifolds—0
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?—0
Infinite Width Graph Neural Networks for Node Regression/ ClassificationCode0
On the Computational Complexity of Private High-dimensional Model SelectionCode0
Refined Mechanism Design for Approximately Structured Priors via Active Regression—0
Kernel Cox partially linear regression: building predictive models for cancer patients' survivalCode0
Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model—0
Analyzing Trendy Twitter Hashtags in the 2022 French Election—0
FABind: Fast and Accurate Protein-Ligand BindingCode1
Leveraging Neural Radiance Fields for Uncertainty-Aware Visual Localization—0
Discovering Interpretable Physical Models using Symbolic Regression and Discrete Exterior Calculus—0
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks—0
On sparse regression, Lp-regularization, and automated model discovery—0
ODEFormer: Symbolic Regression of Dynamical Systems with TransformersCode1
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient KernelsCode0
Estimating Numbers without Regression—0
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting—0
Semantic-aware Temporal Channel-wise Attention for Cardiac Function Assessment—0
ParFam -- (Neural Guided) Symbolic Regression Based on Continuous Global OptimizationCode0
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive KernelsCode0
SWAP: Sparse Entropic Wasserstein Regression for Robust Network PruningCode0
Does Artificial Intelligence benefit UK businesses? An empirical study of the impact of AI on productivity—0
Robust Transfer Learning with Unreliable Source Data—0
Asymptotically free sketched ridge ensembles: Risks, cross-validation, and tuningCode0
Surrogate-based Real-time Curbside Management for Ride-hailing and Delivery Operations—0
Functional data learning using convolutional neural networksCode0
Distribution-free risk assessment of regression-based machine learning algorithms—0
Enhanced Human-Robot Collaboration using Constrained Probabilistic Human-Motion Prediction—0
Online Constraint Tightening in Stochastic Model Predictive Control: A Regression Approach—0
Credit card score prediction using machine learning models: A new dataset—0
Stationarity without mean reversion in improper Gaussian processes—0
Preserving Phonemic Distinctions for Ordinal Regression: A Novel Loss Function for Automatic Pronunciation Assessment—0
Investigating Speed Deviation Patterns During Glucose Episodes: A Quantile Regression Approach—0
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference—0
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression—0
A Robust Machine Learning Approach for Path Loss Prediction in 5G Networks with Nested Cross Validation—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