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regression

Papers

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Showing 7851–7900 of 9424 papers

TitleStatusHype
Estimation of motion blur kernel parameters using regression convolutional neural networksCode0
Neural Regression For Scale-Varying TargetsCode0
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous DrivingCode0
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantificationCode0
2D Image head pose estimation via latent space regression under occlusion settingsCode0
Prediction via Shapley Value RegressionCode0
Study on the Assessment of the Quality of Experience of Streaming VideoCode0
Unifying Simulation and Inference with Normalizing FlowsCode0
DecoR: Deconfounding Time Series with Robust RegressionCode0
ETran: Energy-Based Transferability EstimationCode0
The Hessian Screening RuleCode0
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide ImagesCode0
Lattice gauge symmetry in neural networksCode0
Lattice partition recovery with dyadic CARTCode0
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired ConstraintsCode0
Enhancing naive classifier for positive unlabeled data based on logistic regression approachCode0
Nonlinear Semi-Parametric Models for Survival AnalysisCode0
Nonlinear Sufficient Dimension Reduction for Distribution-on-Distribution RegressionCode0
Deciphering Air Travel Disruptions: A Machine Learning ApproachCode0
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classificationCode0
Solar Event Tracking with Deep Regression Networks: A Proof of Concept EvaluationCode0
A Strategy for Label Alignment in Deep Neural NetworksCode0
The Hyperdimensional Transform for Distributional Modelling, Regression and ClassificationCode0
Evaluation for Regression Analyses on Evolving Data StreamsCode0
Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONYCode0
Non-Normal Mixtures of ExpertsCode0
Towards Unbiased Random Features with Lower Variance For Stationary Indefinite KernelsCode0
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression ProblemsCode0
Predictive Modeling of Anatomy with Genetic and Clinical DataCode0
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive KernelsCode0
Bayesian Regression MarketsCode0
Subquadratic Kronecker Regression with Applications to Tensor DecompositionCode0
What's a good imputation to predict with missing values?Code0
Learning Active Learning from DataCode0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density EstimationCode0
Multivariate Density Estimation via Variance-Reduced SketchingCode0
Probabilistic Traffic Forecasting with Dynamic RegressionCode0
Event-based Camera Simulation using Monte Carlo Path Tracing with Adaptive DenoisingCode0
Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel LearningCode0
Event Detection via Probability Density Function RegressionCode0
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online ReviewsCode0
Learning a performance metric of Buchberger's algorithmCode0
Decentralized State Estimation In A Dimension-Reduced Linear RegressionCode0
Asynchronous and Error-prone Longitudinal Data Analysis via Functional CalibrationCode0
Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel MethodsCode0
EnergyStar++: Towards more accurate and explanatory building energy benchmarkingCode0
Decentralized Kernel Ridge Regression Based on Data-Dependent Random FeatureCode0
Dealing with Logs and Zeros in Regression ModelsCode0
Activation Regression for Continuous Domain Generalization with Applications to Crop ClassificationCode0
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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