SOTAVerified

regression

Papers

Showing 71017150 of 9424 papers

TitleStatusHype
Towards Unsupervised Single-Channel Blind Source Separation using Adversarial Pair Unmix-and-Remix0
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging DataCode0
Data-driven computing in elasticity via kernel regression0
Variational Bayesian Weighted Complex Network ReconstructionCode0
Data Strategies for Fleetwide Predictive Maintenance0
Closing the U.S. gender wage gap requires understanding its heterogeneity0
Identification of Cancer -- Mesothelioma Disease Using Logistic Regression and Association Rule0
Capturing Between-Tasks Covariance and Similarities Using Multivariate Linear Mixed ModelsCode0
Time-lagged Ordered Lasso for network inference0
Adversarial Attacks, Regression, and Numerical Stability Regularization0
Rational function regression method for numerical analytic continuation0
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression ModelCode0
Rational function regression method for numerical analytic continuation0
Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI0
Early Prediction of Course Grades: Models and Feature Selection0
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability0
Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture0
Predictive Approximate Bayesian Computation via Saddle Points0
Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction0
Derivative Estimation in Random Design0
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization0
Adversarial Multiple Source Domain Adaptation0
An Efficient Pruning Algorithm for Robust Isotonic Regression0
Library Learning for Neurally-Guided Bayesian Program Induction0
Scalable Hyperparameter Transfer Learning0
_1-regression with Heavy-tailed Distributions0
Horizon-Independent Minimax Linear Regression0
Trivia Score and Ranking Estimation Using Support Vector Regression and RankNet0
Sketching Method for Large Scale Combinatorial Inference0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
Hierarchical Genetic Algorithms with evolving objective functions0
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression0
Ridge Regression and Provable Deterministic Ridge Leverage Score SamplingCode0
Optimal Subsampling with Influence Functions0
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds0
Sequential model aggregation for production forecasting0
Deep Haar Scattering Networks in Pattern Recognition: A promising approach0
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression0
Regression and Classification by Zonal Kriging0
Regression by clustering using Metropolis-Hastings0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods0
Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK0
Simple Local Polynomial Density EstimatorsCode0
Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression0
Calibrating Uncertainties in Object Localization Task0
Generalizing semi-supervised generative adversarial networks to regression using feature contrasting0
Mixture of Regression Experts in fMRI Encoding0
Intersectionality: Multiple Group Fairness in Expectation ConstraintsCode0
Sparse PCA from Sparse Linear Regression0
Heterogeneous structural breaks in panel data models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified