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regression

Papers

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Showing 1101–1150 of 9424 papers

TitleStatusHype
Uniform Kernel ProberCode0
Epistemic Uncertainty in Conformal Scores: A Unified ApproachCode0
Bayesian Optimization by Kernel Regression and Density-based Exploration—0
Does the financialization of agricultural commodities impact food security? An empirical investigation—0
Explainable and Class-Revealing Signal Feature Extraction via Scattering Transform and Constrained Zeroth-Order Optimization—0
PoI: Pixel of Interest for Novel View Synthesis Assisted Scene Coordinate Regression—0
Two-Point Deterministic Equivalence for Stochastic Gradient Dynamics in Linear Models—0
Tighter sparse variational Gaussian processes—0
Gaussian Process Regression for Inverse Problems in Linear PDEs—0
Type 2 Tobit Sample Selection Models with Bayesian Additive Regression Trees—0
Improving Power Plant CO2 Emission Estimation with Deep Learning and Satellite/Simulated DataCode0
Error Distribution Smoothing:Advancing Low-Dimensional Imbalanced Regression—0
Hybrid Fingerprint-based Positioning in Cell-Free Massive MIMO Systems—0
Theoretical and Practical Analysis of Fréchet Regression via Comparison Geometry—0
Gaussian processes for dynamics learning in model predictive control—0
Heteroscedastic Double Bayesian Elastic Net—0
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection—0
Regression and Forecasting of U.S. Stock Returns Based on LSTM—0
VKFPos: A Learning-Based Monocular Positioning with Variational Bayesian Extended Kalman Filter IntegrationCode0
Optimal Transport-based Conformal Prediction—0
Meta-learning of shared linear representations beyond well-specified linear regression—0
Transformer Semantic Genetic Programming for Symbolic Regression—0
MolGraph-xLSTM: A graph-based dual-level xLSTM framework with multi-head mixture-of-experts for enhanced molecular representation and interpretability—0
Contextual Online Decision Making with Infinite-Dimensional Functional Regression—0
A Comprehensive Analysis on Machine Learning based Methods for Lung Cancer Level Classification—0
HKAN: Hierarchical Kolmogorov-Arnold Network without Backpropagation—0
rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression ModelsCode0
nabqr: Python package for improving probabilistic forecasts—0
Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models—0
Histogram approaches for imbalanced data streams regression—0
Improving Genetic Programming for Symbolic Regression with Equality GraphsCode0
PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal FusionCode0
Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression—0
Dynamics of Transient Structure in In-Context Linear Regression Transformers—0
What Really Matters for Learning-based LiDAR-Camera Calibration—0
Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection—0
Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems—0
Statistical Inference for Low-Rank Tensor Models—0
Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression—0
Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects—0
CHaRNet: Conditioned Heatmap Regression for Robust Dental Landmark Localization—0
Test-time regression: a unifying framework for designing sequence models with associative memory—0
Empirical Bayes Estimation for Lasso-Type Regularizers: Analysis of Automatic Relevance Determination—0
Can LLM Generate Regression Tests for Software Commits?—0
Issues with Neural Tangent Kernel Approach to Neural NetworksCode0
Mutual Regression Distance—0
Robust Local Polynomial Regression with Similarity KernelsCode0
SEANN: A Domain-Informed Neural Network for Epidemiological Insights—0
SBAMDT: Bayesian Additive Decision Trees with Adaptive Soft Semi-multivariate Split Rules—0
On Learning Informative Trajectory Embeddings for Imitation, Classification and RegressionCode0
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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