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regression

Papers

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Showing 851–900 of 9424 papers

TitleStatusHype
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance IndexCode0
A Generalization of Convolutional Neural Networks to Graph-Structured DataCode0
A generalizable approach for multi-view 3D human pose regressionCode0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
Active Learning for Manifold Gaussian Process RegressionCode0
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression NetworksCode0
Explainable AI for Comparative Analysis of Intrusion Detection ModelsCode0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONYCode0
Evaluation for Regression Analyses on Evolving Data StreamsCode0
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression ProblemsCode0
Event-based Camera Simulation using Monte Carlo Path Tracing with Adaptive DenoisingCode0
A general framework for ensemble distribution distillationCode0
Estimation of motion blur kernel parameters using regression convolutional neural networksCode0
Active Labeling: Streaming Stochastic GradientsCode0
Linear and Quadratic Discriminant Analysis: TutorialCode0
ETran: Energy-Based Transferability EstimationCode0
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classificationCode0
Event Detection via Probability Density Function RegressionCode0
Fairness for Robust Log Loss ClassificationCode0
First-order Optimization for Superquantile-based Supervised LearningCode0
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust RegressionCode0
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance ReductionCode0
Estimating The Effect Of Subscription based Streaming Services On The Demand For Game ConsolesCode0
ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic EquationsCode0
EOLO: Embedded Object Segmentation only Look OnceCode0
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe ScreeningCode0
Epistemic Uncertainty in Conformal Scores: A Unified ApproachCode0
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty QuantificationCode0
3D Human Pose Regression using Graph Convolutional NetworkCode0
Approximate Inference for Fully Bayesian Gaussian Process RegressionCode0
A hybrid ensemble method with negative correlation learning for regressionCode0
Ensembles of Probabilistic Regression TreesCode0
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive KernelsCode0
Enhancing naive classifier for positive unlabeled data based on logistic regression approachCode0
Activation Regression for Continuous Domain Generalization with Applications to Crop ClassificationCode0
Approximate Cross-validated Mean Estimates for Bayesian Hierarchical Regression ModelsCode0
Probabilistic Traffic Forecasting with Dynamic RegressionCode0
Epsilon-Lexicase Selection for RegressionCode0
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient KernelsCode0
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired ConstraintsCode0
Environment Invariant Linear Least SquaresCode0
Estimating Train Delays in a Large Rail Network Using a Zero Shot Markov ModelCode0
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a ReviewCode0
End-to-End Probabilistic Inference for Nonstationary Audio AnalysisCode0
Approximation Vector Machines for Large-scale Online LearningCode0
End-to-End Learning of Geometry and Context for Deep Stereo RegressionCode0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
EnergyStar++: Towards more accurate and explanatory building energy benchmarkingCode0
Applying a Pre-trained Language Model to Spanish Twitter Humor PredictionCode0
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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