SOTAVerified

regression

Papers

Showing 23512400 of 9424 papers

TitleStatusHype
Coverage Error Optimal Confidence Intervals for Local Polynomial RegressionCode0
Dimension Reduction and MARSCode0
Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data DistillationCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
A step towards understanding why classification helps regressionCode0
High resolution neural connectivity from incomplete tracing data using nonnegative spline regressionCode0
Differentially Private Post-Processing for Fair RegressionCode0
Differentially Private Ensemble Classifiers for Data StreamsCode0
A Hybrid Model for Combining Neural Image Caption and k-Nearest Neighbor Approach for Image CaptioningCode0
Deep Regression Tracking with Shrinkage LossCode0
Differentially Private Image Classification from FeaturesCode0
Deep regularization and direct training of the inner layers of Neural Networks with Kernel FlowsCode0
Dirac Delta Regression: Conditional Density Estimation with Clinical TrialsCode0
Differentially Private Bayesian Linear RegressionCode0
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR ImagesCode0
Covariate balancing using the integral probability metric for causal inferenceCode0
Covariance regression with random forestsCode0
Differentiable Optimization of Similarity Scores Between Models and BrainsCode0
Differentially Private Bootstrap: New Privacy Analysis and Inference StrategiesCode0
Diagnostic Tool for Out-of-Sample Model EvaluationCode0
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN ArchitecturesCode0
Dictionary-based Manifold LearningCode0
Deep Sketched Output Kernel Regression for Structured PredictionCode0
Automatic Construction and Natural-Language Description of Nonparametric Regression ModelsCode0
DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression NetworksCode0
AMF: Aggregated Mondrian Forests for Online LearningCode0
Differentially Private Distributed Bayesian Linear Regression with MCMCCode0
Hybrid coarse-fine classification for head pose estimationCode0
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression NetworkCode0
Determination of toxic comments and unintended model bias minimization using Deep learning approachCode0
A Statistical Comparison of Some Theories of NP Word OrderCode0
Deterministic error bounds for kernel-based learning techniques under bounded noiseCode0
Determinantal Point Processes for CoresetsCode0
Deterministic Gaussian Averaged Neural NetworksCode0
Countdown Regression: Sharp and Calibrated Survival PredictionsCode0
Count-ception: Counting by Fully Convolutional Redundant CountingCode0
Detecting Errors in a Numerical Response via any Regression ModelCode0
Identification, Interpretability, and Bayesian Word EmbeddingsCode0
Dependent relevance determination for smooth and structured sparse regressionCode0
Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural NetworksCode0
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learningCode0
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRICode0
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral dataCode0
Defending Adversarial Attacks on Deep Learning Based Power Allocation in Massive MIMO Using Denoising AutoencodersCode0
Amnesty Policy and Elite Persistence in the Postbellum South: Evidence from a Regression Discontinuity DesignCode0
IM-Context: In-Context Learning for Imbalanced Regression TasksCode0
Corruption-tolerant Algorithms for Generalized Linear ModelsCode0
Implicit Bias of Gradient Descent for Mean Squared Error Regression with Two-Layer Wide Neural NetworksCode0
Densely connected neural networks for nonlinear regressionCode0
Dense 3D Regression for Hand Pose EstimationCode0
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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