SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5751–5800 of 9424 papers

TitleStatusHype
Topological regularization with information filtering networks—0
Hierarchical Regression Network for Spectral Reconstruction from RGB ImagesCode1
Automatic Organization of Neural Modules for Enhanced Collaboration in Neural Networks—0
Detecting Latent Communities in Network Formation Models—0
MLGaze: Machine Learning-Based Analysis of Gaze Error Patterns in Consumer Eye Tracking Systems—0
The Strong Screening Rule for SLOPECode0
Fractional ridge regression: a fast, interpretable reparameterization of ridge regressionCode2
Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation—0
Estimating Blood Pressure from Photoplethysmogram Signal and Demographic Features using Machine Learning Techniques—0
Lifted Regression/Reconstruction Networks—0
A Locally Adaptive Interpretable RegressionCode0
Joint Prediction and Time Estimation of COVID-19 Developing Severe Symptoms using Chest CT Scan—0
Relevance Vector Machine with Weakly Informative Hyperprior and Extended Predictive Information Criterion—0
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance SegmentationCode1
Machine Learning and Deep Learning methods for predictive modelling from Raman spectra in bioprocessing—0
Active Preference-Based Gaussian Process Regression for Reward LearningCode1
Interpretable Learning-to-Rank with Generalized Additive Models—0
One-step regression and classification with crosspoint resistive memory arrays—0
How to Train Your Energy-Based Model for RegressionCode1
LIMEtree: Consistent and Faithful Multi-class ExplanationsCode0
Practical Perspectives on Quality Estimation for Machine Translation—0
A Novel GDP Prediction Technique based on Transfer Learning using CO2 Emission Dataset—0
The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation ModelsCode1
Learning Disentangled Representations for CounterFactual Regression—0
Dynamic Time Lag Regression: Predicting What & WhenCode1
Rejoinder for the discussion of the paper "A novel algorithmic approach to Bayesian Logic Regression"—0
Generalization Error of Generalized Linear Models in High DimensionsCode0
L_1-GP: L_1 Adaptive Control with Bayesian Learning—0
Generalization Error for Linear Regression under Distributed Learning—0
Stereotype-Free Classification of Fictitious Faces—0
Emerging Relation Network and Task Embedding for Multi-Task Regression Problems—0
Improving Vertical Positioning Accuracy with the Weighted Multinomial Logistic Regression Classifier—0
Neural Additive Models: Interpretable Machine Learning with Neural NetsCode1
Nonlinear Regression Analysis Using Multi-Verse Optimizer—0
A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines—0
The Impact of the Mini-batch Size on the Variance of Gradients in Stochastic Gradient Descent—0
On indirect assessment of heart rate in video—0
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations—0
ExpDNN: Explainable Deep Neural Network—0
Two-Stage Penalized Regression Screening to Detect Biomarker-Treatment Interactions in Randomized Clinical Trials—0
Symbolic Regression Driven by Training Data and Prior Knowledge—0
Learning a Formula of Interpretability to Learn Interpretable FormulasCode1
Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing—0
PolyLaneNet: Lane Estimation via Deep Polynomial RegressionCode1
Learning Constrained Dynamics with Gauss Principle adhering Gaussian ProcessesCode0
Location-Aware Feature Selection Text Detection Network—0
High-dimensional macroeconomic forecasting using message passing algorithms—0
Alternating Minimization Converges Super-Linearly for Mixed Linear Regression—0
Consistent Online Gaussian Process Regression Without the Sample Complexity Bottleneck—0
Active Learning for Gaussian Process Considering Uncertainties with Application to Shape Control of Composite Fuselage—0
Show:102550
← PrevPage 116 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