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regression

Papers

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Showing 4101–4125 of 9424 papers

TitleStatusHype
Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time—0
Estimation Algorithm Non-Stationary Frequency of the Sinusoidal Signal—0
Metamorphic Relation Prioritization for Effective Regression Testing—0
Barely Biased Learning for Gaussian Process Regression—0
Deformed semicircle law and concentration of nonlinear random matrices for ultra-wide neural networks—0
Scalable Multi-Task Gaussian Processes with Neural Embedding of Coregionalization—0
Learning to Forecast Dynamical Systems from Streaming DataCode0
Predicting Visual Improvement after Macular Hole Surgery: a Cautionary Tale on Deep Learning with Very Limited Data—0
Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion DetectionCode0
Deep-Learning based Motion Correction for Myocardial T1 Mapping—0
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation—0
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications—0
Regression Discontinuity Design with Potentially Many Covariates—0
AdaLoss: A computationally-efficient and provably convergent adaptive gradient method—0
Reliable Neural Networks for Regression Uncertainty Estimation—0
Assessments of epistemic uncertainty using Gaussian stochastic weight averaging for fluid-flow regression—0
Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes—0
Geographic Difference-in-Discontinuities—0
Universal Adversarial Attack on Deep Learning Based Prognostics—0
Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction—0
Reconstruction on Trees and Low-Degree Polynomials—0
Variation-Incentive Loss Re-weighting for Regression Analysis on Biased Data—0
Nonparametric Estimation of Truncated Conditional Expectation Functions—0
Mutual Supervision for Dense Object Detection—0
A Continuous Optimisation Benchmark Suite from Neural Network RegressionCode0
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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