SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–850 of 9424 papers

TitleStatusHype
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability—0
Gradient Boosting for Spatial Regression Models with Autoregressive Disturbances—0
From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with LLMs—0
Machine Learning-Driven Compensation for Non-Ideal Channels in AWG-Based FBG Interrogator—0
Meta Optimality for Demographic Parity Constrained Regression via Post-Processing—0
Optimizing Blood Transfusions and Predicting Shortages in Resource-Constrained Areas—0
Fidelity Isn't Accuracy: When Linearly Decodable Functions Fail to Match the Ground TruthCode0
Coefficient Shape Transfer Learning for Functional Linear Regression—0
An Interpretable Machine Learning Approach in Predicting Inflation Using Payments System Data: A Case Study of Indonesia—0
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods—0
Demystifying Spectral Feature Learning for Instrumental Variable Regression—0
Diffusion index forecasts under weaker loadings: PCA, ridge regression, and random projections—0
Robust Visual Localization via Semantic-Guided Multi-Scale Transformer—0
Improved Scaling Laws in Linear Regression via Data Reuse—0
Diffuse and Disperse: Image Generation with Representation Regularization—0
Nearness of Neighbors Attention for Regression in Supervised FinetuningCode0
Sparse Interpretable Deep Learning with LIES Networks for Symbolic RegressionCode0
The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks—0
Differentially Private Sparse Linear Regression with Heavy-tailed Responses—0
On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive RandomizationCode0
Membership Inference Attacks for Unseen Classes—0
When can in-context learning generalize out of task distribution?—0
Structure-Aware Radar-Camera Depth Estimation—0
Distributional encoding for Gaussian process regression with qualitative inputs—0
Counterfactual reasoning: an analysis of in-context emergenceCode0
Privacy Amplification Through Synthetic Data: Insights from Linear Regression—0
Latent Variable Autoregression with Exogenous Inputs—0
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience—0
Distributionally Robust Learning in Survival Analysis—0
Learning Treatment Representations for Downstream Instrumental Variable Regression—0
Adversarial learning for nonparametric regression: Minimax rate and adaptive estimation—0
Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and AssessmentCode0
Active Learning via Regression Beyond Realizability—0
Diffusion-Based Symbolic Regression—0
Bayesian Data Sketching for Varying Coefficient Regression Models—0
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers—0
Learning Interpretable Differentiable Logic Networks for Tabular Regression—0
Comparing the Moore-Penrose Pseudoinverse and Gradient Descent for Solving Linear Regression Problems: A Performance Analysis—0
A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants—0
Comparative of Genetic Fuzzy regression techniques for aeroacoustic phenomenons—0
Handling bounded response in high dimensions: a Horseshoe prior Bayesian Beta regression approachCode0
Assessing Quantum Advantage for Gaussian Process Regression—0
Symbolic Foundation Regressor on Complex Networks—0
Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis—0
Debiased Ill-Posed Regression—0
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech—0
Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees—0
A fast sound power prediction tool for genset noise using machine learning—0
Minimax Adaptive Online Nonparametric Regression over Besov Spaces—0
LLM-Meta-SR: Learning to Evolve Selection Operators for Symbolic Regression—0
Show:102550
← PrevPage 17 of 189Next →
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