SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2101–2150 of 9424 papers

TitleStatusHype
Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm—0
Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive Manufacturing—0
Forecasting Cryptocurrency Staking Rewards—0
A Novel Approach in Solving Stochastic Generalized Linear Regression via Nonconvex Programming—0
Uncertainty-Aware Calibration of a Hot-Wire Anemometer With Gaussian Process Regression—0
A Two-Step Longstaff Schwartz Monte Carlo Approach to Game Option Pricing—0
Minimally Supervised Learning using Topological Projections in Self-Organizing Maps—0
Quantifying Marketing Performance at Channel-Partner Level by Using Marketing Mix Modeling (MMM) and Shapley Value Regression—0
Closed-Form Interpretation of Neural Network Classifiers with Symbolic GradientsCode0
Theoretical and Empirical Advances in Forest Pruning—0
Semi-Supervised Deep Sobolev Regression: Estimation and Variable Selection by ReQU Neural Network—0
Air Quality Forecasting Using Machine Learning: A Global perspective with Relevance to Low-Resource SettingsCode0
Cuff-less Arterial Blood Pressure Waveform Synthesis from Single-site PPG using Transformer & Frequency-domain Learning—0
IV Estimation of Panel Data Tobit Models with Normal Errors—0
A non-asymptotic distributional theory of approximate message passing for sparse and robust regression—0
A least distance estimator for a multivariate regression model using deep neural networks—0
Nonlinear functional regression by functional deep neural network with kernel embedding—0
Multi-Stage Contrastive Regression for Action Quality AssessmentCode0
Simulation-Based Inference with Quantile RegressionCode0
Predicting Future States with Spatial Point Processes in Single Molecule Resolution Spatial Transcriptomics—0
LORE++: Logical Location Regression Network for Table Structure Recognition with Pre-training—0
Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay—0
Efficient Sparse Least Absolute Deviation Regression with Differential Privacy—0
Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions—0
Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone—0
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector—0
Harmonizing SO(3)-Equivariance with Neural Expressiveness: a Hybrid Deep Learning Framework Oriented to the Prediction of Electronic Structure Hamiltonian—0
Stochastic Gradient Descent for Nonparametric Regression—0
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners—0
Application of Machine Learning in Stock Market Forecasting: A Case Study of Disney Stock—0
Interpreting the Curse of Dimensionality from Distance Concentration and Manifold Effect—0
UGPNet: Universal Generative Prior for Image Restoration—0
A Novel Explanation Against Linear Neural Networks—0
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift—0
Generalization in Kernel Regression Under Realistic Assumptions—0
Nowcasting Madagascar's real GDP using machine learning algorithms—0
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift—0
Learning Human-like Representations to Enable Learning Human Values—0
ZeroShape: Regression-based Zero-shot Shape ReconstructionCode0
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning—0
Leveraging Sample Entropy for Enhanced Volatility Measurement and Prediction in International Oil Price Returns—0
HDL and plaque regression in a multiphase model of early atherosclerosis—0
Vertical Symbolic Regression—0
Celestial Machine Learning: Discovering the Planarity, Heliocentricity, and Orbital Equation of Mars with AI FeynmanCode0
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
Predicting Financial Literacy via Semi-supervised LearningCode0
CLDR: Contrastive Learning Drug Response Models from Natural Language SupervisionCode0
Knowledge Trees: Gradient Boosting Decision Trees on Knowledge Neurons as Probing Classifier—0
The Conditioning Bias in Binary Decision Trees and Random Forests and Its EliminationCode0
Fusion of Deep and Shallow Features for Face Kinship Verification—0
Show:102550
← PrevPage 43 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