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regression

Papers

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Showing 8801–8850 of 9424 papers

TitleStatusHype
Mixture Dense Regression for Object Detection and Human Pose EstimationCode0
Analysis of Bootstrap and Subsampling in High-dimensional Regularized RegressionCode0
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd CountingCode0
Accelerating Genetic Programming using GPUsCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
High Performance Logistic Regression for Privacy-Preserving Genome AnalysisCode0
Uncertainty Voting Ensemble for Imbalanced Deep RegressionCode0
Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive VarianceCode0
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled ApproachCode0
High resolution neural connectivity from incomplete tracing data using nonnegative spline regressionCode0
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selectionCode0
Handling correlated and repeated measurements with the smoothed multivariate square-root LassoCode0
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression LearningCode0
Regression Enrichment Surfaces: a Simple Analysis Technique for Virtual Drug Screening ModelsCode0
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression NetworkCode0
Hilbert Space Methods for Reduced-Rank Gaussian Process RegressionCode0
Computing AIC for black-box models using Generalised Degrees of Freedom: a comparison with cross-validationCode0
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression TasksCode0
Regression EquilibriumCode0
A Framework for Sample Efficient Interval Estimation with Control VariatesCode0
MLMOD: Machine Learning Methods for Data-Driven Modeling in LAMMPSCode0
mlOSP: Towards a Unified Implementation of Regression Monte Carlo AlgorithmsCode0
Hit Song Prediction for Pop Music by Siamese CNN with Ranking LossCode0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional RegressionCode0
mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box FunctionsCode0
HNCI: High-Dimensional Network Causal InferenceCode0
Dirac Delta Regression: Conditional Density Estimation with Clinical TrialsCode0
Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic SmoothingCode0
Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging DataCode0
Compositional Human Pose RegressionCode0
Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the WildCode0
Dimension Reduction and MARSCode0
Comparison of Forecasting Methods of House Electricity Consumption for Honda Smart HomeCode0
MNeRV: A Multilayer Neural Representation for VideosCode0
MobileFace: 3D Face Reconstruction with Efficient CNN RegressionCode0
Approximation Vector Machines for Large-scale Online LearningCode0
Comparing Classes of Estimators: When does Gradient Descent Beat Ridge Regression in Linear Models?Code0
Boosting House Price Predictions using Geo-Spatial Network EmbeddingCode0
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansCode0
Pairwise Fairness for Ordinal RegressionCode0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Regression is all you need for medical image translationCode0
Dimensionality reduction, regularization, and generalization in overparameterized regressionsCode0
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR ImagesCode0
Communication-Efficient Online Federated Learning Framework for Nonlinear RegressionCode0
Model Agnostic Time Series Analysis via Matrix EstimationCode0
A flexible Bayesian g-formula for causal survival analyses with time-dependent confoundingCode0
Additive interaction modelling using I-priorsCode0
How does overparametrization affect performance on minority groups?Code0
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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