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regression

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Showing 8601–8650 of 9424 papers

TitleStatusHype
Instrumental Variable Regression via Kernel Maximum Moment LossCode0
Accuracy and stability of solar variable selection comparison under complicated dependence structuresCode0
Auxiliary Variational MCMCCode0
Systematic Evaluation of Predictive FairnessCode0
MAX: Masked Autoencoder for X-ray Fluorescence in Geological InvestigationCode0
System Identification through Online Sparse Gaussian Process Regression with Input NoiseCode0
MBGDT:Robust Mini-Batch Gradient DescentCode0
Adversarial Perturbation Intensity Achieving Chosen Intra-Technique Transferability Level for Logistic RegressionCode0
Graph-Based Semi-Supervised Learning with Non-ignorable Non-responseCode0
Neighborhood and Graph Constructions using Non-Negative Kernel RegressionCode0
MCGAN: Enhancing GAN Training with Regression-Based Generator LossCode0
Distributed Time-Varying Gaussian Regression via Kalman FilteringCode0
Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density EstimationCode0
Recovering Network Structure from Aggregated Relational Data using Penalized RegressionCode0
Split Localized Conformal PredictionCode0
Mean Parity Fair Regression in RKHSCode0
Secure multi-party linear regression at plaintext speedCode0
Agent Coordination via Contextual Regression (AgentCONCUR) for Data Center FlexibilityCode0
Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency RegularizationCode0
Distributed Multivariate Regression Modeling For Selecting Biomarkers Under Data Protection ConstraintsCode0
VKFPos: A Learning-Based Monocular Positioning with Variational Bayesian Extended Kalman Filter IntegrationCode0
Graph Neural Lasso for Dynamic Network RegressionCode0
SplitWise Regression: Stepwise Modeling with Adaptive Dummy EncodingCode0
Distributed linear regression by averagingCode0
Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support RecoveryCode0
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree ModelsCode0
UQ for Credit Risk Management: A deep evidence regression approachCode0
Recursive Diffeomorphism-Based Regression for Shape FunctionsCode0
Recursive Estimation for Sparse Gaussian Process RegressionCode0
Autoregressive Quantile Networks for Generative ModelingCode0
Graph-Sparse Logistic RegressionCode0
Optimal Ridge Regularization for Out-of-Distribution PredictionCode0
GRASP: Grouped Regression with Adaptive Shrinkage PriorsCode0
Seglearn: A Python Package for Learning Sequences and Time SeriesCode0
Distributed Function Minimization in Apache SparkCode0
Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound ImagesCode0
SPP-Net: Deep Absolute Pose Regression with Synthetic ViewsCode0
A Zero-Positive Learning Approach for Diagnosing Software Performance RegressionsCode0
A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport RidershipCode0
Predicting Short Term Energy Demand in Smart Grid: A Deep Learning Approach for Integrating Renewable Energy Sources in Line with SDGs 7, 9, and 13Code0
Grid R-CNN Plus: Faster and BetterCode0
Distributed Coordinate Descent for L1-regularized Logistic RegressionCode0
Grokking Beyond Neural Networks: An Empirical Exploration with Model ComplexityCode0
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe ScreeningCode0
Distributed Coordinate Descent for Generalized Linear Models with RegularizationCode0
Optimal Sparse Regression TreesCode0
A new benchmark for group distribution shifts in hand grasp regression for object manipulation. Can meta-learning raise the bar?Code0
Trees-Based Models for Correlated DataCode0
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor RegressionCode0
MedLens: Improve Mortality Prediction Via Medical Signs Selecting 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