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regression

Papers

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Showing 4201–4225 of 9424 papers

TitleStatusHype
epBRM: Improving a Quality of 3D Object Detection using End Point Box Regression Module—0
Improving the Generalization Ability in Essay Coherence Evaluation through Monotonic Constraints—0
Data Summarization via Bilevel Optimization—0
Asymptotics of Linear Regression with Linearly Dependent Data—0
A Learning Algorithm for Relational Logistic Regression: Preliminary Results—0
Data Strategies for Fleetwide Predictive Maintenance—0
Data splitting improves statistical performance in overparametrized regimes—0
Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression—0
Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference—0
Dataset Meta-Learning from Kernel Ridge-Regression—0
Dataset Meta-Learning from Kernel-Ridge Regression—0
Asymptotic Risk of Overparameterized Likelihood Models: Double Descent Theory for Deep Neural Networks—0
Data Selection for ERMs—0
Asymptotic properties of Bayesian inference in linear regression with a structural break—0
Improved Indoor Localization with Machine Learning Techniques for IoT applications—0
Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset—0
Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models—0
Asymptotic Properties for Bayesian Neural Network in Besov Space—0
Data-driven surrogate modelling and benchmarking for process equipment—0
Asymptotic Optimism of Random-Design Linear and Kernel Regression Models—0
A Laplace-inspired Distribution on SO(3) for Probabilistic Rotation Estimation—0
Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-supervised Regression—0
Data-driven Small-signal Modeling for Converter-based Power Systems—0
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models—0
Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model—0
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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