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regression

Papers

Showing 16511700 of 9424 papers

TitleStatusHype
Dynamic Network Quantile Regression ModelCode0
Logistic Regression Through the Veil of Imprecise DataCode0
Chirality Nets for Human Pose RegressionCode0
Logistic Variational Bayes RevisitedCode0
Adaptive Sampling of Pareto Frontiers with Binary Constraints Using Regression and ClassificationCode0
Dynamic Bayesian Learning for Spatiotemporal Mechanistic ModelsCode0
Choosing the Sample with Lowest Loss makes SGD RobustCode0
Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative AnalysisCode0
Auxiliary Variational MCMCCode0
Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for PaleoceanographyCode0
Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) dataCode0
The Choice of Normalization Influences Shrinkage in Regularized RegressionCode0
Dually Supervised Feature Pyramid for Object Detection and SegmentationCode0
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and OversamplingCode0
Evaluation for Regression Analyses on Evolving Data StreamsCode0
Autoregressive Quantile Networks for Generative ModelingCode0
DR^2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic RegressionCode0
Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparisonCode0
A Zero-Positive Learning Approach for Diagnosing Software Performance RegressionsCode0
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine LearningCode0
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic RegressionCode0
Manifold-regression to predict from MEG/EEG brain signals without source modelingCode0
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression LearningCode0
Manipulation-Robust Regression Discontinuity DesignsCode0
AutoML Meets Time Series Regression Design and Analysis of the AutoSeries ChallengeCode0
Domain Generalization by Functional RegressionCode0
Double Cross-fit Doubly Robust Estimators: Beyond Series RegressionCode0
Maximum likelihood estimation of a finite mixture of logistic regression models in a continuous data streamCode0
Doubly Stochastic Variational Inference for Deep Gaussian ProcessesCode0
Automating the Discovery of Partial Differential Equations in Dynamical SystemsCode0
Dlib-ml: A Machine Learning ToolkitCode0
ACR Loss: Adaptive Coordinate-based Regression Loss for Face AlignmentCode0
DL-Reg: A Deep Learning Regularization Technique using Linear RegressionCode0
Classification with Strategically Withheld DataCode0
MedLens: Improve Mortality Prediction Via Medical Signs Selecting and RegressionCode0
Disturbing Target Values for Neural Network RegularizationCode0
Adaptive Reduced Rank RegressionCode0
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object DetectionCode0
On the approximation capability of GNNs in node classification/regression tasksCode0
Meta-learning Amidst Heterogeneity and AmbiguityCode0
Accelerating Cross-Validation in Multinomial Logistic Regression with _1-RegularizationCode0
Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance EstimationCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous DataCode0
Distribution-Free Predictive Inference For RegressionCode0
Distribution Regression in Duration Analysis: an Application to Unemployment SpellsCode0
Aortic root landmark localization with optimal transport loss for heatmap regressionCode0
Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimensionCode0
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble ForecastsCode0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
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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