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regression

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Showing 151–200 of 9424 papers

TitleStatusHype
DAPLSR: Data Augmentation Partial Least Squares Regression Model via Manifold Optimization—0
Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression—0
Physics-informed features in supervised machine learning—0
Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic RegressionCode0
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning—0
How Private is Your Attention? Bridging Privacy with In-Context Learning—0
Distributed Time-Varying Gaussian Regression via Kalman FilteringCode0
Data Selection for ERMs—0
Transforming Hyperspectral Images Into Chemical Maps: An End-to-End Deep Learning Approach—0
Local distribution-based adaptive oversampling for imbalanced regression—0
Direct Advantage Regression: Aligning LLMs with Online AI Reward—0
Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models—0
On the Convergence of Irregular Sampling in Reproducing Kernel Hilbert Spaces—0
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings—0
How Much Weak Overlap Can Doubly Robust T-Statistics Handle?—0
Bayesian Density-Density Regression with Application to Cell-Cell Communications—0
Kernel Ridge Regression for Efficient Learning of High-Capacity Hopfield Networks—0
Approximation Bounds for Transformer Networks with Application to Regression—0
Normalizing Flow Regression for Bayesian Inference with Offline Likelihood Evaluations—0
On relative universality, regression operator, and conditional independence—0
Differentially Private Geodesic and Linear Regression—0
Correcting Domain Shifts in Electric Motor Vibration Data for Unseen Operating Conditions—0
Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression under Indirect Supervision—0
Inferring Outcome Means of Exponential Family Distributions Estimated by Deep Neural Networks—0
In almost all shallow analytic neural network optimization landscapes, efficient minimizers have strongly convex neighborhoods—0
A Piecewise Lyapunov Analysis of Sub-quadratic SGD: Applications to Robust and Quantile Regression—0
CTSR: Cartesian tensor-based sparse regression for data-driven discovery of high-dimensional invariant governing equations—0
Kernel Logistic Regression Learning for High-Capacity Hopfield Networks—0
Quantifying Epistemic Uncertainty in Absolute Pose Regression—0
A Comparison of Deep Learning Methods for Cell Detection in Digital CytologyCode0
CEC-MMR: Cross-Entropy Clustering Approach to Multi-Modal Regression—0
Interpretable Non-linear Survival Analysis with Evolutionary Symbolic RegressionCode0
Debiasing Continuous-time Nonlinear Autoregressions—0
Scalable Approximate Algorithms for Optimal Transport Linear ModelsCode0
Confidence-Aware Learning Optimal Terminal Guidance via Gaussian Process Regression—0
A Review on Symbolic Regression in Power Systems: Methods, Applications, and Future Directions—0
Regression Discontinuity Design with Distribution-Valued Outcomes—0
Post-processing for Fair Regression via Explainable SVDCode0
Point Cloud Objective Quality: Benchmarking Features and Quality Evaluation—0
Discovering Partially Known Ordinary Differential Equations: a Case Study on the Chemical Kinetics of Cellulose DegradationCode1
Adaptive sparse variational approximations for Gaussian process regression—0
BitHEP -- The Limits of Low-Precision ML in HEPCode0
Emotion Recognition Using Convolutional Neural Networks—0
Brewing Discontent: How U.S. Reciprocal Tariffs on Coffee Could Echo the Boston Tea Party—0
Semiparametric Counterfactual RegressionCode0
Online Multivariate Regularized Distributional Regression for High-dimensional Probabilistic Electricity Price ForecastingCode0
Time-to-event prediction for grouped variables using Exclusive Lasso—0
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 GuidanceCode1
Communication-Efficient l_0 Penalized Least Square—0
GS_DravidianLangTech@2025: Women Targeted Abusive Texts Detection on Social Media—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